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AWS SDK for Go API Reference
import "github.com/aws/aws-sdk-go/service/sagemaker"
Overview
Constants

Overview ▾

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

Definition of the public APIs exposed by SageMaker

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

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

Using the Client

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

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

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

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

The stub package, sagemakeriface, can be used to provide alternative implementations of service clients, such as mocking the client for testing.

Operations ▾

func New(p client.ConfigProvider, cfgs ...*aws.Config) *SageMaker
    AddTags
    AddTagsRequest
    AddTagsWithContext
    CreateEndpoint
    CreateEndpointConfig
    CreateEndpointConfigRequest
    CreateEndpointConfigWithContext
    CreateEndpointRequest
    CreateEndpointWithContext
    CreateHyperParameterTuningJob
    CreateHyperParameterTuningJobRequest
    CreateHyperParameterTuningJobWithContext
    CreateModel
    CreateModelRequest
    CreateModelWithContext
    CreateNotebookInstance
    CreateNotebookInstanceLifecycleConfig
    CreateNotebookInstanceLifecycleConfigRequest
    CreateNotebookInstanceLifecycleConfigWithContext
    CreateNotebookInstanceRequest
    CreateNotebookInstanceWithContext
    CreatePresignedNotebookInstanceUrl
    CreatePresignedNotebookInstanceUrlRequest
    CreatePresignedNotebookInstanceUrlWithContext
    CreateTrainingJob
    CreateTrainingJobRequest
    CreateTrainingJobWithContext
    CreateTransformJob
    CreateTransformJobRequest
    CreateTransformJobWithContext
    DeleteEndpoint
    DeleteEndpointConfig
    DeleteEndpointConfigRequest
    DeleteEndpointConfigWithContext
    DeleteEndpointRequest
    DeleteEndpointWithContext
    DeleteModel
    DeleteModelRequest
    DeleteModelWithContext
    DeleteNotebookInstance
    DeleteNotebookInstanceLifecycleConfig
    DeleteNotebookInstanceLifecycleConfigRequest
    DeleteNotebookInstanceLifecycleConfigWithContext
    DeleteNotebookInstanceRequest
    DeleteNotebookInstanceWithContext
    DeleteTags
    DeleteTagsRequest
    DeleteTagsWithContext
    DescribeEndpoint
    DescribeEndpointConfig
    DescribeEndpointConfigRequest
    DescribeEndpointConfigWithContext
    DescribeEndpointRequest
    DescribeEndpointWithContext
    DescribeHyperParameterTuningJob
    DescribeHyperParameterTuningJobRequest
    DescribeHyperParameterTuningJobWithContext
    DescribeModel
    DescribeModelRequest
    DescribeModelWithContext
    DescribeNotebookInstance
    DescribeNotebookInstanceLifecycleConfig
    DescribeNotebookInstanceLifecycleConfigRequest
    DescribeNotebookInstanceLifecycleConfigWithContext
    DescribeNotebookInstanceRequest
    DescribeNotebookInstanceWithContext
    DescribeTrainingJob
    DescribeTrainingJobRequest
    DescribeTrainingJobWithContext
    DescribeTransformJob
    DescribeTransformJobRequest
    DescribeTransformJobWithContext
    ListEndpointConfigs
    ListEndpointConfigsPagesWithContext
    ListEndpointConfigsRequest
    ListEndpointConfigsWithContext
    ListEndpoints
    ListEndpointsPagesWithContext
    ListEndpointsRequest
    ListEndpointsWithContext
    ListHyperParameterTuningJobs
    ListHyperParameterTuningJobsPagesWithContext
    ListHyperParameterTuningJobsRequest
    ListHyperParameterTuningJobsWithContext
    ListModels
    ListModelsPagesWithContext
    ListModelsRequest
    ListModelsWithContext
    ListNotebookInstanceLifecycleConfigs
    ListNotebookInstanceLifecycleConfigsPagesWithContext
    ListNotebookInstanceLifecycleConfigsRequest
    ListNotebookInstanceLifecycleConfigsWithContext
    ListNotebookInstances
    ListNotebookInstancesPagesWithContext
    ListNotebookInstancesRequest
    ListNotebookInstancesWithContext
    ListTags
    ListTagsPagesWithContext
    ListTagsRequest
    ListTagsWithContext
    ListTrainingJobs
    ListTrainingJobsForHyperParameterTuningJob
    ListTrainingJobsForHyperParameterTuningJobPagesWithContext
    ListTrainingJobsForHyperParameterTuningJobRequest
    ListTrainingJobsForHyperParameterTuningJobWithContext
    ListTrainingJobsPagesWithContext
    ListTrainingJobsRequest
    ListTrainingJobsWithContext
    ListTransformJobs
    ListTransformJobsPagesWithContext
    ListTransformJobsRequest
    ListTransformJobsWithContext
    StartNotebookInstance
    StartNotebookInstanceRequest
    StartNotebookInstanceWithContext
    StopHyperParameterTuningJob
    StopHyperParameterTuningJobRequest
    StopHyperParameterTuningJobWithContext
    StopNotebookInstance
    StopNotebookInstanceRequest
    StopNotebookInstanceWithContext
    StopTrainingJob
    StopTrainingJobRequest
    StopTrainingJobWithContext
    StopTransformJob
    StopTransformJobRequest
    StopTransformJobWithContext
    UpdateEndpoint
    UpdateEndpointRequest
    UpdateEndpointWeightsAndCapacities
    UpdateEndpointWeightsAndCapacitiesRequest
    UpdateEndpointWeightsAndCapacitiesWithContext
    UpdateEndpointWithContext
    UpdateNotebookInstance
    UpdateNotebookInstanceLifecycleConfig
    UpdateNotebookInstanceLifecycleConfigRequest
    UpdateNotebookInstanceLifecycleConfigWithContext
    UpdateNotebookInstanceRequest
    UpdateNotebookInstanceWithContext
    WaitUntilEndpointDeleted
    WaitUntilEndpointDeletedWithContext
    WaitUntilEndpointInService
    WaitUntilEndpointInServiceWithContext
    WaitUntilNotebookInstanceDeleted
    WaitUntilNotebookInstanceDeletedWithContext
    WaitUntilNotebookInstanceInService
    WaitUntilNotebookInstanceInServiceWithContext
    WaitUntilNotebookInstanceStopped
    WaitUntilNotebookInstanceStoppedWithContext
    WaitUntilTrainingJobCompletedOrStopped
    WaitUntilTrainingJobCompletedOrStoppedWithContext

Types ▾

type AddTagsInput
func (s *AddTagsInput) SetResourceArn(v string) *AddTagsInput
func (s *AddTagsInput) SetTags(v []*Tag) *AddTagsInput
type AddTagsOutput
func (s *AddTagsOutput) SetTags(v []*Tag) *AddTagsOutput
type AlgorithmSpecification
func (s *AlgorithmSpecification) SetTrainingImage(v string) *AlgorithmSpecification
func (s *AlgorithmSpecification) SetTrainingInputMode(v string) *AlgorithmSpecification
type CategoricalParameterRange
func (s *CategoricalParameterRange) SetName(v string) *CategoricalParameterRange
func (s *CategoricalParameterRange) SetValues(v []*string) *CategoricalParameterRange
type Channel
func (s *Channel) SetChannelName(v string) *Channel
func (s *Channel) SetCompressionType(v string) *Channel
func (s *Channel) SetContentType(v string) *Channel
func (s *Channel) SetDataSource(v *DataSource) *Channel
func (s *Channel) SetRecordWrapperType(v string) *Channel
type ContainerDefinition
func (s *ContainerDefinition) SetContainerHostname(v string) *ContainerDefinition
func (s *ContainerDefinition) SetEnvironment(v map[string]*string) *ContainerDefinition
func (s *ContainerDefinition) SetImage(v string) *ContainerDefinition
func (s *ContainerDefinition) SetModelDataUrl(v string) *ContainerDefinition
type ContinuousParameterRange
func (s *ContinuousParameterRange) SetMaxValue(v string) *ContinuousParameterRange
func (s *ContinuousParameterRange) SetMinValue(v string) *ContinuousParameterRange
func (s *ContinuousParameterRange) SetName(v string) *ContinuousParameterRange
type CreateEndpointConfigInput
func (s *CreateEndpointConfigInput) SetEndpointConfigName(v string) *CreateEndpointConfigInput
func (s *CreateEndpointConfigInput) SetKmsKeyId(v string) *CreateEndpointConfigInput
func (s *CreateEndpointConfigInput) SetProductionVariants(v []*ProductionVariant) *CreateEndpointConfigInput
func (s *CreateEndpointConfigInput) SetTags(v []*Tag) *CreateEndpointConfigInput
type CreateEndpointConfigOutput
func (s *CreateEndpointConfigOutput) SetEndpointConfigArn(v string) *CreateEndpointConfigOutput
type CreateEndpointInput
func (s *CreateEndpointInput) SetEndpointConfigName(v string) *CreateEndpointInput
func (s *CreateEndpointInput) SetEndpointName(v string) *CreateEndpointInput
func (s *CreateEndpointInput) SetTags(v []*Tag) *CreateEndpointInput
type CreateEndpointOutput
func (s *CreateEndpointOutput) SetEndpointArn(v string) *CreateEndpointOutput
type CreateHyperParameterTuningJobInput
func (s *CreateHyperParameterTuningJobInput) SetHyperParameterTuningJobConfig(v *HyperParameterTuningJobConfig) *CreateHyperParameterTuningJobInput
func (s *CreateHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *CreateHyperParameterTuningJobInput
func (s *CreateHyperParameterTuningJobInput) SetTags(v []*Tag) *CreateHyperParameterTuningJobInput
func (s *CreateHyperParameterTuningJobInput) SetTrainingJobDefinition(v *HyperParameterTrainingJobDefinition) *CreateHyperParameterTuningJobInput
type CreateHyperParameterTuningJobOutput
func (s *CreateHyperParameterTuningJobOutput) SetHyperParameterTuningJobArn(v string) *CreateHyperParameterTuningJobOutput
type CreateModelInput
func (s *CreateModelInput) SetExecutionRoleArn(v string) *CreateModelInput
func (s *CreateModelInput) SetModelName(v string) *CreateModelInput
func (s *CreateModelInput) SetPrimaryContainer(v *ContainerDefinition) *CreateModelInput
func (s *CreateModelInput) SetTags(v []*Tag) *CreateModelInput
func (s *CreateModelInput) SetVpcConfig(v *VpcConfig) *CreateModelInput
type CreateModelOutput
func (s *CreateModelOutput) SetModelArn(v string) *CreateModelOutput
type CreateNotebookInstanceInput
func (s *CreateNotebookInstanceInput) SetDirectInternetAccess(v string) *CreateNotebookInstanceInput
func (s *CreateNotebookInstanceInput) SetInstanceType(v string) *CreateNotebookInstanceInput
func (s *CreateNotebookInstanceInput) SetKmsKeyId(v string) *CreateNotebookInstanceInput
func (s *CreateNotebookInstanceInput) SetLifecycleConfigName(v string) *CreateNotebookInstanceInput
func (s *CreateNotebookInstanceInput) SetNotebookInstanceName(v string) *CreateNotebookInstanceInput
func (s *CreateNotebookInstanceInput) SetRoleArn(v string) *CreateNotebookInstanceInput
func (s *CreateNotebookInstanceInput) SetSecurityGroupIds(v []*string) *CreateNotebookInstanceInput
func (s *CreateNotebookInstanceInput) SetSubnetId(v string) *CreateNotebookInstanceInput
func (s *CreateNotebookInstanceInput) SetTags(v []*Tag) *CreateNotebookInstanceInput
type CreateNotebookInstanceLifecycleConfigInput
func (s *CreateNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *CreateNotebookInstanceLifecycleConfigInput
func (s *CreateNotebookInstanceLifecycleConfigInput) SetOnCreate(v []*NotebookInstanceLifecycleHook) *CreateNotebookInstanceLifecycleConfigInput
func (s *CreateNotebookInstanceLifecycleConfigInput) SetOnStart(v []*NotebookInstanceLifecycleHook) *CreateNotebookInstanceLifecycleConfigInput
type CreateNotebookInstanceLifecycleConfigOutput
func (s *CreateNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigArn(v string) *CreateNotebookInstanceLifecycleConfigOutput
type CreateNotebookInstanceOutput
func (s *CreateNotebookInstanceOutput) SetNotebookInstanceArn(v string) *CreateNotebookInstanceOutput
type CreatePresignedNotebookInstanceUrlInput
func (s *CreatePresignedNotebookInstanceUrlInput) SetNotebookInstanceName(v string) *CreatePresignedNotebookInstanceUrlInput
func (s *CreatePresignedNotebookInstanceUrlInput) SetSessionExpirationDurationInSeconds(v int64) *CreatePresignedNotebookInstanceUrlInput
type CreatePresignedNotebookInstanceUrlOutput
func (s *CreatePresignedNotebookInstanceUrlOutput) SetAuthorizedUrl(v string) *CreatePresignedNotebookInstanceUrlOutput
type CreateTrainingJobInput
func (s *CreateTrainingJobInput) SetAlgorithmSpecification(v *AlgorithmSpecification) *CreateTrainingJobInput
func (s *CreateTrainingJobInput) SetHyperParameters(v map[string]*string) *CreateTrainingJobInput
func (s *CreateTrainingJobInput) SetInputDataConfig(v []*Channel) *CreateTrainingJobInput
func (s *CreateTrainingJobInput) SetOutputDataConfig(v *OutputDataConfig) *CreateTrainingJobInput
func (s *CreateTrainingJobInput) SetResourceConfig(v *ResourceConfig) *CreateTrainingJobInput
func (s *CreateTrainingJobInput) SetRoleArn(v string) *CreateTrainingJobInput
func (s *CreateTrainingJobInput) SetStoppingCondition(v *StoppingCondition) *CreateTrainingJobInput
func (s *CreateTrainingJobInput) SetTags(v []*Tag) *CreateTrainingJobInput
func (s *CreateTrainingJobInput) SetTrainingJobName(v string) *CreateTrainingJobInput
func (s *CreateTrainingJobInput) SetVpcConfig(v *VpcConfig) *CreateTrainingJobInput
type CreateTrainingJobOutput
func (s *CreateTrainingJobOutput) SetTrainingJobArn(v string) *CreateTrainingJobOutput
type CreateTransformJobInput
func (s *CreateTransformJobInput) SetBatchStrategy(v string) *CreateTransformJobInput
func (s *CreateTransformJobInput) SetEnvironment(v map[string]*string) *CreateTransformJobInput
func (s *CreateTransformJobInput) SetMaxConcurrentTransforms(v int64) *CreateTransformJobInput
func (s *CreateTransformJobInput) SetMaxPayloadInMB(v int64) *CreateTransformJobInput
func (s *CreateTransformJobInput) SetModelName(v string) *CreateTransformJobInput
func (s *CreateTransformJobInput) SetTags(v []*Tag) *CreateTransformJobInput
func (s *CreateTransformJobInput) SetTransformInput(v *TransformInput) *CreateTransformJobInput
func (s *CreateTransformJobInput) SetTransformJobName(v string) *CreateTransformJobInput
func (s *CreateTransformJobInput) SetTransformOutput(v *TransformOutput) *CreateTransformJobInput
func (s *CreateTransformJobInput) SetTransformResources(v *TransformResources) *CreateTransformJobInput
type CreateTransformJobOutput
func (s *CreateTransformJobOutput) SetTransformJobArn(v string) *CreateTransformJobOutput
type DataSource
func (s *DataSource) SetS3DataSource(v *S3DataSource) *DataSource
type DeleteEndpointConfigInput
func (s *DeleteEndpointConfigInput) SetEndpointConfigName(v string) *DeleteEndpointConfigInput
type DeleteEndpointConfigOutput
type DeleteEndpointInput
func (s *DeleteEndpointInput) SetEndpointName(v string) *DeleteEndpointInput
type DeleteEndpointOutput
type DeleteModelInput
func (s *DeleteModelInput) SetModelName(v string) *DeleteModelInput
type DeleteModelOutput
type DeleteNotebookInstanceInput
func (s *DeleteNotebookInstanceInput) SetNotebookInstanceName(v string) *DeleteNotebookInstanceInput
type DeleteNotebookInstanceLifecycleConfigInput
func (s *DeleteNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *DeleteNotebookInstanceLifecycleConfigInput
type DeleteNotebookInstanceLifecycleConfigOutput
type DeleteNotebookInstanceOutput
type DeleteTagsInput
func (s *DeleteTagsInput) SetResourceArn(v string) *DeleteTagsInput
func (s *DeleteTagsInput) SetTagKeys(v []*string) *DeleteTagsInput
type DeleteTagsOutput
type DeployedImage
func (s *DeployedImage) SetResolutionTime(v time.Time) *DeployedImage
func (s *DeployedImage) SetResolvedImage(v string) *DeployedImage
func (s *DeployedImage) SetSpecifiedImage(v string) *DeployedImage
type DescribeEndpointConfigInput
func (s *DescribeEndpointConfigInput) SetEndpointConfigName(v string) *DescribeEndpointConfigInput
type DescribeEndpointConfigOutput
func (s *DescribeEndpointConfigOutput) SetCreationTime(v time.Time) *DescribeEndpointConfigOutput
func (s *DescribeEndpointConfigOutput) SetEndpointConfigArn(v string) *DescribeEndpointConfigOutput
func (s *DescribeEndpointConfigOutput) SetEndpointConfigName(v string) *DescribeEndpointConfigOutput
func (s *DescribeEndpointConfigOutput) SetKmsKeyId(v string) *DescribeEndpointConfigOutput
func (s *DescribeEndpointConfigOutput) SetProductionVariants(v []*ProductionVariant) *DescribeEndpointConfigOutput
type DescribeEndpointInput
func (s *DescribeEndpointInput) SetEndpointName(v string) *DescribeEndpointInput
type DescribeEndpointOutput
func (s *DescribeEndpointOutput) SetCreationTime(v time.Time) *DescribeEndpointOutput
func (s *DescribeEndpointOutput) SetEndpointArn(v string) *DescribeEndpointOutput
func (s *DescribeEndpointOutput) SetEndpointConfigName(v string) *DescribeEndpointOutput
func (s *DescribeEndpointOutput) SetEndpointName(v string) *DescribeEndpointOutput
func (s *DescribeEndpointOutput) SetEndpointStatus(v string) *DescribeEndpointOutput
func (s *DescribeEndpointOutput) SetFailureReason(v string) *DescribeEndpointOutput
func (s *DescribeEndpointOutput) SetLastModifiedTime(v time.Time) *DescribeEndpointOutput
func (s *DescribeEndpointOutput) SetProductionVariants(v []*ProductionVariantSummary) *DescribeEndpointOutput
type DescribeHyperParameterTuningJobInput
func (s *DescribeHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *DescribeHyperParameterTuningJobInput
type DescribeHyperParameterTuningJobOutput
func (s *DescribeHyperParameterTuningJobOutput) SetBestTrainingJob(v *HyperParameterTrainingJobSummary) *DescribeHyperParameterTuningJobOutput
func (s *DescribeHyperParameterTuningJobOutput) SetCreationTime(v time.Time) *DescribeHyperParameterTuningJobOutput
func (s *DescribeHyperParameterTuningJobOutput) SetFailureReason(v string) *DescribeHyperParameterTuningJobOutput
func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningEndTime(v time.Time) *DescribeHyperParameterTuningJobOutput
func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobArn(v string) *DescribeHyperParameterTuningJobOutput
func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobConfig(v *HyperParameterTuningJobConfig) *DescribeHyperParameterTuningJobOutput
func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobName(v string) *DescribeHyperParameterTuningJobOutput
func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobStatus(v string) *DescribeHyperParameterTuningJobOutput
func (s *DescribeHyperParameterTuningJobOutput) SetLastModifiedTime(v time.Time) *DescribeHyperParameterTuningJobOutput
func (s *DescribeHyperParameterTuningJobOutput) SetObjectiveStatusCounters(v *ObjectiveStatusCounters) *DescribeHyperParameterTuningJobOutput
func (s *DescribeHyperParameterTuningJobOutput) SetTrainingJobDefinition(v *HyperParameterTrainingJobDefinition) *DescribeHyperParameterTuningJobOutput
func (s *DescribeHyperParameterTuningJobOutput) SetTrainingJobStatusCounters(v *TrainingJobStatusCounters) *DescribeHyperParameterTuningJobOutput
type DescribeModelInput
func (s *DescribeModelInput) SetModelName(v string) *DescribeModelInput
type DescribeModelOutput
func (s *DescribeModelOutput) SetCreationTime(v time.Time) *DescribeModelOutput
func (s *DescribeModelOutput) SetExecutionRoleArn(v string) *DescribeModelOutput
func (s *DescribeModelOutput) SetModelArn(v string) *DescribeModelOutput
func (s *DescribeModelOutput) SetModelName(v string) *DescribeModelOutput
func (s *DescribeModelOutput) SetPrimaryContainer(v *ContainerDefinition) *DescribeModelOutput
func (s *DescribeModelOutput) SetVpcConfig(v *VpcConfig) *DescribeModelOutput
type DescribeNotebookInstanceInput
func (s *DescribeNotebookInstanceInput) SetNotebookInstanceName(v string) *DescribeNotebookInstanceInput
type DescribeNotebookInstanceLifecycleConfigInput
func (s *DescribeNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *DescribeNotebookInstanceLifecycleConfigInput
type DescribeNotebookInstanceLifecycleConfigOutput
func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetCreationTime(v time.Time) *DescribeNotebookInstanceLifecycleConfigOutput
func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetLastModifiedTime(v time.Time) *DescribeNotebookInstanceLifecycleConfigOutput
func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigArn(v string) *DescribeNotebookInstanceLifecycleConfigOutput
func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigName(v string) *DescribeNotebookInstanceLifecycleConfigOutput
func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetOnCreate(v []*NotebookInstanceLifecycleHook) *DescribeNotebookInstanceLifecycleConfigOutput
func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetOnStart(v []*NotebookInstanceLifecycleHook) *DescribeNotebookInstanceLifecycleConfigOutput
type DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetCreationTime(v time.Time) *DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetDirectInternetAccess(v string) *DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetFailureReason(v string) *DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetInstanceType(v string) *DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetKmsKeyId(v string) *DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetLastModifiedTime(v time.Time) *DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetNetworkInterfaceId(v string) *DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceArn(v string) *DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceLifecycleConfigName(v string) *DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceName(v string) *DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceStatus(v string) *DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetRoleArn(v string) *DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetSecurityGroups(v []*string) *DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetSubnetId(v string) *DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetUrl(v string) *DescribeNotebookInstanceOutput
type DescribeTrainingJobInput
func (s *DescribeTrainingJobInput) SetTrainingJobName(v string) *DescribeTrainingJobInput
type DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetAlgorithmSpecification(v *AlgorithmSpecification) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetCreationTime(v time.Time) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetFailureReason(v string) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetHyperParameters(v map[string]*string) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetInputDataConfig(v []*Channel) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetLastModifiedTime(v time.Time) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetModelArtifacts(v *ModelArtifacts) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetOutputDataConfig(v *OutputDataConfig) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetResourceConfig(v *ResourceConfig) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetRoleArn(v string) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetSecondaryStatus(v string) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetSecondaryStatusTransitions(v []*SecondaryStatusTransition) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetStoppingCondition(v *StoppingCondition) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetTrainingEndTime(v time.Time) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetTrainingJobArn(v string) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetTrainingJobName(v string) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetTrainingJobStatus(v string) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetTrainingStartTime(v time.Time) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetTuningJobArn(v string) *DescribeTrainingJobOutput
func (s *DescribeTrainingJobOutput) SetVpcConfig(v *VpcConfig) *DescribeTrainingJobOutput
type DescribeTransformJobInput
func (s *DescribeTransformJobInput) SetTransformJobName(v string) *DescribeTransformJobInput
type DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetBatchStrategy(v string) *DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetCreationTime(v time.Time) *DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetEnvironment(v map[string]*string) *DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetFailureReason(v string) *DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetMaxConcurrentTransforms(v int64) *DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetMaxPayloadInMB(v int64) *DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetModelName(v string) *DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetTransformEndTime(v time.Time) *DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetTransformInput(v *TransformInput) *DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetTransformJobArn(v string) *DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetTransformJobName(v string) *DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetTransformJobStatus(v string) *DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetTransformOutput(v *TransformOutput) *DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetTransformResources(v *TransformResources) *DescribeTransformJobOutput
func (s *DescribeTransformJobOutput) SetTransformStartTime(v time.Time) *DescribeTransformJobOutput
type DesiredWeightAndCapacity
func (s *DesiredWeightAndCapacity) SetDesiredInstanceCount(v int64) *DesiredWeightAndCapacity
func (s *DesiredWeightAndCapacity) SetDesiredWeight(v float64) *DesiredWeightAndCapacity
func (s *DesiredWeightAndCapacity) SetVariantName(v string) *DesiredWeightAndCapacity
type EndpointConfigSummary
func (s *EndpointConfigSummary) SetCreationTime(v time.Time) *EndpointConfigSummary
func (s *EndpointConfigSummary) SetEndpointConfigArn(v string) *EndpointConfigSummary
func (s *EndpointConfigSummary) SetEndpointConfigName(v string) *EndpointConfigSummary
type EndpointSummary
func (s *EndpointSummary) SetCreationTime(v time.Time) *EndpointSummary
func (s *EndpointSummary) SetEndpointArn(v string) *EndpointSummary
func (s *EndpointSummary) SetEndpointName(v string) *EndpointSummary
func (s *EndpointSummary) SetEndpointStatus(v string) *EndpointSummary
func (s *EndpointSummary) SetLastModifiedTime(v time.Time) *EndpointSummary
type FinalHyperParameterTuningJobObjectiveMetric
func (s *FinalHyperParameterTuningJobObjectiveMetric) SetMetricName(v string) *FinalHyperParameterTuningJobObjectiveMetric
func (s *FinalHyperParameterTuningJobObjectiveMetric) SetType(v string) *FinalHyperParameterTuningJobObjectiveMetric
func (s *FinalHyperParameterTuningJobObjectiveMetric) SetValue(v float64) *FinalHyperParameterTuningJobObjectiveMetric
type HyperParameterAlgorithmSpecification
func (s *HyperParameterAlgorithmSpecification) SetMetricDefinitions(v []*MetricDefinition) *HyperParameterAlgorithmSpecification
func (s *HyperParameterAlgorithmSpecification) SetTrainingImage(v string) *HyperParameterAlgorithmSpecification
func (s *HyperParameterAlgorithmSpecification) SetTrainingInputMode(v string) *HyperParameterAlgorithmSpecification
type HyperParameterTrainingJobDefinition
func (s *HyperParameterTrainingJobDefinition) SetAlgorithmSpecification(v *HyperParameterAlgorithmSpecification) *HyperParameterTrainingJobDefinition
func (s *HyperParameterTrainingJobDefinition) SetInputDataConfig(v []*Channel) *HyperParameterTrainingJobDefinition
func (s *HyperParameterTrainingJobDefinition) SetOutputDataConfig(v *OutputDataConfig) *HyperParameterTrainingJobDefinition
func (s *HyperParameterTrainingJobDefinition) SetResourceConfig(v *ResourceConfig) *HyperParameterTrainingJobDefinition
func (s *HyperParameterTrainingJobDefinition) SetRoleArn(v string) *HyperParameterTrainingJobDefinition
func (s *HyperParameterTrainingJobDefinition) SetStaticHyperParameters(v map[string]*string) *HyperParameterTrainingJobDefinition
func (s *HyperParameterTrainingJobDefinition) SetStoppingCondition(v *StoppingCondition) *HyperParameterTrainingJobDefinition
func (s *HyperParameterTrainingJobDefinition) SetVpcConfig(v *VpcConfig) *HyperParameterTrainingJobDefinition
type HyperParameterTrainingJobSummary
func (s *HyperParameterTrainingJobSummary) SetCreationTime(v time.Time) *HyperParameterTrainingJobSummary
func (s *HyperParameterTrainingJobSummary) SetFailureReason(v string) *HyperParameterTrainingJobSummary
func (s *HyperParameterTrainingJobSummary) SetFinalHyperParameterTuningJobObjectiveMetric(v *FinalHyperParameterTuningJobObjectiveMetric) *HyperParameterTrainingJobSummary
func (s *HyperParameterTrainingJobSummary) SetObjectiveStatus(v string) *HyperParameterTrainingJobSummary
func (s *HyperParameterTrainingJobSummary) SetTrainingEndTime(v time.Time) *HyperParameterTrainingJobSummary
func (s *HyperParameterTrainingJobSummary) SetTrainingJobArn(v string) *HyperParameterTrainingJobSummary
func (s *HyperParameterTrainingJobSummary) SetTrainingJobName(v string) *HyperParameterTrainingJobSummary
func (s *HyperParameterTrainingJobSummary) SetTrainingJobStatus(v string) *HyperParameterTrainingJobSummary
func (s *HyperParameterTrainingJobSummary) SetTrainingStartTime(v time.Time) *HyperParameterTrainingJobSummary
func (s *HyperParameterTrainingJobSummary) SetTunedHyperParameters(v map[string]*string) *HyperParameterTrainingJobSummary
type HyperParameterTuningJobConfig
func (s *HyperParameterTuningJobConfig) SetHyperParameterTuningJobObjective(v *HyperParameterTuningJobObjective) *HyperParameterTuningJobConfig
func (s *HyperParameterTuningJobConfig) SetParameterRanges(v *ParameterRanges) *HyperParameterTuningJobConfig
func (s *HyperParameterTuningJobConfig) SetResourceLimits(v *ResourceLimits) *HyperParameterTuningJobConfig
func (s *HyperParameterTuningJobConfig) SetStrategy(v string) *HyperParameterTuningJobConfig
type HyperParameterTuningJobObjective
func (s *HyperParameterTuningJobObjective) SetMetricName(v string) *HyperParameterTuningJobObjective
func (s *HyperParameterTuningJobObjective) SetType(v string) *HyperParameterTuningJobObjective
type HyperParameterTuningJobSummary
func (s *HyperParameterTuningJobSummary) SetCreationTime(v time.Time) *HyperParameterTuningJobSummary
func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningEndTime(v time.Time) *HyperParameterTuningJobSummary
func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningJobArn(v string) *HyperParameterTuningJobSummary
func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningJobName(v string) *HyperParameterTuningJobSummary
func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningJobStatus(v string) *HyperParameterTuningJobSummary
func (s *HyperParameterTuningJobSummary) SetLastModifiedTime(v time.Time) *HyperParameterTuningJobSummary
func (s *HyperParameterTuningJobSummary) SetObjectiveStatusCounters(v *ObjectiveStatusCounters) *HyperParameterTuningJobSummary
func (s *HyperParameterTuningJobSummary) SetResourceLimits(v *ResourceLimits) *HyperParameterTuningJobSummary
func (s *HyperParameterTuningJobSummary) SetStrategy(v string) *HyperParameterTuningJobSummary
func (s *HyperParameterTuningJobSummary) SetTrainingJobStatusCounters(v *TrainingJobStatusCounters) *HyperParameterTuningJobSummary
type IntegerParameterRange
func (s *IntegerParameterRange) SetMaxValue(v string) *IntegerParameterRange
func (s *IntegerParameterRange) SetMinValue(v string) *IntegerParameterRange
func (s *IntegerParameterRange) SetName(v string) *IntegerParameterRange
type ListEndpointConfigsInput
func (s *ListEndpointConfigsInput) SetCreationTimeAfter(v time.Time) *ListEndpointConfigsInput
func (s *ListEndpointConfigsInput) SetCreationTimeBefore(v time.Time) *ListEndpointConfigsInput
func (s *ListEndpointConfigsInput) SetMaxResults(v int64) *ListEndpointConfigsInput
func (s *ListEndpointConfigsInput) SetNameContains(v string) *ListEndpointConfigsInput
func (s *ListEndpointConfigsInput) SetNextToken(v string) *ListEndpointConfigsInput
func (s *ListEndpointConfigsInput) SetSortBy(v string) *ListEndpointConfigsInput
func (s *ListEndpointConfigsInput) SetSortOrder(v string) *ListEndpointConfigsInput
type ListEndpointConfigsOutput
func (s *ListEndpointConfigsOutput) SetEndpointConfigs(v []*EndpointConfigSummary) *ListEndpointConfigsOutput
func (s *ListEndpointConfigsOutput) SetNextToken(v string) *ListEndpointConfigsOutput
type ListEndpointsInput
func (s *ListEndpointsInput) SetCreationTimeAfter(v time.Time) *ListEndpointsInput
func (s *ListEndpointsInput) SetCreationTimeBefore(v time.Time) *ListEndpointsInput
func (s *ListEndpointsInput) SetLastModifiedTimeAfter(v time.Time) *ListEndpointsInput
func (s *ListEndpointsInput) SetLastModifiedTimeBefore(v time.Time) *ListEndpointsInput
func (s *ListEndpointsInput) SetMaxResults(v int64) *ListEndpointsInput
func (s *ListEndpointsInput) SetNameContains(v string) *ListEndpointsInput
func (s *ListEndpointsInput) SetNextToken(v string) *ListEndpointsInput
func (s *ListEndpointsInput) SetSortBy(v string) *ListEndpointsInput
func (s *ListEndpointsInput) SetSortOrder(v string) *ListEndpointsInput
func (s *ListEndpointsInput) SetStatusEquals(v string) *ListEndpointsInput
type ListEndpointsOutput
func (s *ListEndpointsOutput) SetEndpoints(v []*EndpointSummary) *ListEndpointsOutput
func (s *ListEndpointsOutput) SetNextToken(v string) *ListEndpointsOutput
type ListHyperParameterTuningJobsInput
func (s *ListHyperParameterTuningJobsInput) SetCreationTimeAfter(v time.Time) *ListHyperParameterTuningJobsInput
func (s *ListHyperParameterTuningJobsInput) SetCreationTimeBefore(v time.Time) *ListHyperParameterTuningJobsInput
func (s *ListHyperParameterTuningJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListHyperParameterTuningJobsInput
func (s *ListHyperParameterTuningJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListHyperParameterTuningJobsInput
func (s *ListHyperParameterTuningJobsInput) SetMaxResults(v int64) *ListHyperParameterTuningJobsInput
func (s *ListHyperParameterTuningJobsInput) SetNameContains(v string) *ListHyperParameterTuningJobsInput
func (s *ListHyperParameterTuningJobsInput) SetNextToken(v string) *ListHyperParameterTuningJobsInput
func (s *ListHyperParameterTuningJobsInput) SetSortBy(v string) *ListHyperParameterTuningJobsInput
func (s *ListHyperParameterTuningJobsInput) SetSortOrder(v string) *ListHyperParameterTuningJobsInput
func (s *ListHyperParameterTuningJobsInput) SetStatusEquals(v string) *ListHyperParameterTuningJobsInput
type ListHyperParameterTuningJobsOutput
func (s *ListHyperParameterTuningJobsOutput) SetHyperParameterTuningJobSummaries(v []*HyperParameterTuningJobSummary) *ListHyperParameterTuningJobsOutput
func (s *ListHyperParameterTuningJobsOutput) SetNextToken(v string) *ListHyperParameterTuningJobsOutput
type ListModelsInput
func (s *ListModelsInput) SetCreationTimeAfter(v time.Time) *ListModelsInput
func (s *ListModelsInput) SetCreationTimeBefore(v time.Time) *ListModelsInput
func (s *ListModelsInput) SetMaxResults(v int64) *ListModelsInput
func (s *ListModelsInput) SetNameContains(v string) *ListModelsInput
func (s *ListModelsInput) SetNextToken(v string) *ListModelsInput
func (s *ListModelsInput) SetSortBy(v string) *ListModelsInput
func (s *ListModelsInput) SetSortOrder(v string) *ListModelsInput
type ListModelsOutput
func (s *ListModelsOutput) SetModels(v []*ModelSummary) *ListModelsOutput
func (s *ListModelsOutput) SetNextToken(v string) *ListModelsOutput
type ListNotebookInstanceLifecycleConfigsInput
func (s *ListNotebookInstanceLifecycleConfigsInput) SetCreationTimeAfter(v time.Time) *ListNotebookInstanceLifecycleConfigsInput
func (s *ListNotebookInstanceLifecycleConfigsInput) SetCreationTimeBefore(v time.Time) *ListNotebookInstanceLifecycleConfigsInput
func (s *ListNotebookInstanceLifecycleConfigsInput) SetLastModifiedTimeAfter(v time.Time) *ListNotebookInstanceLifecycleConfigsInput
func (s *ListNotebookInstanceLifecycleConfigsInput) SetLastModifiedTimeBefore(v time.Time) *ListNotebookInstanceLifecycleConfigsInput
func (s *ListNotebookInstanceLifecycleConfigsInput) SetMaxResults(v int64) *ListNotebookInstanceLifecycleConfigsInput
func (s *ListNotebookInstanceLifecycleConfigsInput) SetNameContains(v string) *ListNotebookInstanceLifecycleConfigsInput
func (s *ListNotebookInstanceLifecycleConfigsInput) SetNextToken(v string) *ListNotebookInstanceLifecycleConfigsInput
func (s *ListNotebookInstanceLifecycleConfigsInput) SetSortBy(v string) *ListNotebookInstanceLifecycleConfigsInput
func (s *ListNotebookInstanceLifecycleConfigsInput) SetSortOrder(v string) *ListNotebookInstanceLifecycleConfigsInput
type ListNotebookInstanceLifecycleConfigsOutput
func (s *ListNotebookInstanceLifecycleConfigsOutput) SetNextToken(v string) *ListNotebookInstanceLifecycleConfigsOutput
func (s *ListNotebookInstanceLifecycleConfigsOutput) SetNotebookInstanceLifecycleConfigs(v []*NotebookInstanceLifecycleConfigSummary) *ListNotebookInstanceLifecycleConfigsOutput
type ListNotebookInstancesInput
func (s *ListNotebookInstancesInput) SetCreationTimeAfter(v time.Time) *ListNotebookInstancesInput
func (s *ListNotebookInstancesInput) SetCreationTimeBefore(v time.Time) *ListNotebookInstancesInput
func (s *ListNotebookInstancesInput) SetLastModifiedTimeAfter(v time.Time) *ListNotebookInstancesInput
func (s *ListNotebookInstancesInput) SetLastModifiedTimeBefore(v time.Time) *ListNotebookInstancesInput
func (s *ListNotebookInstancesInput) SetMaxResults(v int64) *ListNotebookInstancesInput
func (s *ListNotebookInstancesInput) SetNameContains(v string) *ListNotebookInstancesInput
func (s *ListNotebookInstancesInput) SetNextToken(v string) *ListNotebookInstancesInput
func (s *ListNotebookInstancesInput) SetNotebookInstanceLifecycleConfigNameContains(v string) *ListNotebookInstancesInput
func (s *ListNotebookInstancesInput) SetSortBy(v string) *ListNotebookInstancesInput
func (s *ListNotebookInstancesInput) SetSortOrder(v string) *ListNotebookInstancesInput
func (s *ListNotebookInstancesInput) SetStatusEquals(v string) *ListNotebookInstancesInput
type ListNotebookInstancesOutput
func (s *ListNotebookInstancesOutput) SetNextToken(v string) *ListNotebookInstancesOutput
func (s *ListNotebookInstancesOutput) SetNotebookInstances(v []*NotebookInstanceSummary) *ListNotebookInstancesOutput
type ListTagsInput
func (s *ListTagsInput) SetMaxResults(v int64) *ListTagsInput
func (s *ListTagsInput) SetNextToken(v string) *ListTagsInput
func (s *ListTagsInput) SetResourceArn(v string) *ListTagsInput
type ListTagsOutput
func (s *ListTagsOutput) SetNextToken(v string) *ListTagsOutput
func (s *ListTagsOutput) SetTags(v []*Tag) *ListTagsOutput
type ListTrainingJobsForHyperParameterTuningJobInput
func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *ListTrainingJobsForHyperParameterTuningJobInput
func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetMaxResults(v int64) *ListTrainingJobsForHyperParameterTuningJobInput
func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetNextToken(v string) *ListTrainingJobsForHyperParameterTuningJobInput
func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetSortBy(v string) *ListTrainingJobsForHyperParameterTuningJobInput
func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetSortOrder(v string) *ListTrainingJobsForHyperParameterTuningJobInput
func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetStatusEquals(v string) *ListTrainingJobsForHyperParameterTuningJobInput
type ListTrainingJobsForHyperParameterTuningJobOutput
func (s *ListTrainingJobsForHyperParameterTuningJobOutput) SetNextToken(v string) *ListTrainingJobsForHyperParameterTuningJobOutput
func (s *ListTrainingJobsForHyperParameterTuningJobOutput) SetTrainingJobSummaries(v []*HyperParameterTrainingJobSummary) *ListTrainingJobsForHyperParameterTuningJobOutput
type ListTrainingJobsInput
func (s *ListTrainingJobsInput) SetCreationTimeAfter(v time.Time) *ListTrainingJobsInput
func (s *ListTrainingJobsInput) SetCreationTimeBefore(v time.Time) *ListTrainingJobsInput
func (s *ListTrainingJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListTrainingJobsInput
func (s *ListTrainingJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListTrainingJobsInput
func (s *ListTrainingJobsInput) SetMaxResults(v int64) *ListTrainingJobsInput
func (s *ListTrainingJobsInput) SetNameContains(v string) *ListTrainingJobsInput
func (s *ListTrainingJobsInput) SetNextToken(v string) *ListTrainingJobsInput
func (s *ListTrainingJobsInput) SetSortBy(v string) *ListTrainingJobsInput
func (s *ListTrainingJobsInput) SetSortOrder(v string) *ListTrainingJobsInput
func (s *ListTrainingJobsInput) SetStatusEquals(v string) *ListTrainingJobsInput
type ListTrainingJobsOutput
func (s *ListTrainingJobsOutput) SetNextToken(v string) *ListTrainingJobsOutput
func (s *ListTrainingJobsOutput) SetTrainingJobSummaries(v []*TrainingJobSummary) *ListTrainingJobsOutput
type ListTransformJobsInput
func (s *ListTransformJobsInput) SetCreationTimeAfter(v time.Time) *ListTransformJobsInput
func (s *ListTransformJobsInput) SetCreationTimeBefore(v time.Time) *ListTransformJobsInput
func (s *ListTransformJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListTransformJobsInput
func (s *ListTransformJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListTransformJobsInput
func (s *ListTransformJobsInput) SetMaxResults(v int64) *ListTransformJobsInput
func (s *ListTransformJobsInput) SetNameContains(v string) *ListTransformJobsInput
func (s *ListTransformJobsInput) SetNextToken(v string) *ListTransformJobsInput
func (s *ListTransformJobsInput) SetSortBy(v string) *ListTransformJobsInput
func (s *ListTransformJobsInput) SetSortOrder(v string) *ListTransformJobsInput
func (s *ListTransformJobsInput) SetStatusEquals(v string) *ListTransformJobsInput
type ListTransformJobsOutput
func (s *ListTransformJobsOutput) SetNextToken(v string) *ListTransformJobsOutput
func (s *ListTransformJobsOutput) SetTransformJobSummaries(v []*TransformJobSummary) *ListTransformJobsOutput
type MetricDefinition
func (s *MetricDefinition) SetName(v string) *MetricDefinition
func (s *MetricDefinition) SetRegex(v string) *MetricDefinition
type ModelArtifacts
func (s *ModelArtifacts) SetS3ModelArtifacts(v string) *ModelArtifacts
type ModelSummary
func (s *ModelSummary) SetCreationTime(v time.Time) *ModelSummary
func (s *ModelSummary) SetModelArn(v string) *ModelSummary
func (s *ModelSummary) SetModelName(v string) *ModelSummary
type NotebookInstanceLifecycleConfigSummary
func (s *NotebookInstanceLifecycleConfigSummary) SetCreationTime(v time.Time) *NotebookInstanceLifecycleConfigSummary
func (s *NotebookInstanceLifecycleConfigSummary) SetLastModifiedTime(v time.Time) *NotebookInstanceLifecycleConfigSummary
func (s *NotebookInstanceLifecycleConfigSummary) SetNotebookInstanceLifecycleConfigArn(v string) *NotebookInstanceLifecycleConfigSummary
func (s *NotebookInstanceLifecycleConfigSummary) SetNotebookInstanceLifecycleConfigName(v string) *NotebookInstanceLifecycleConfigSummary
type NotebookInstanceLifecycleHook
func (s *NotebookInstanceLifecycleHook) SetContent(v string) *NotebookInstanceLifecycleHook
type NotebookInstanceSummary
func (s *NotebookInstanceSummary) SetCreationTime(v time.Time) *NotebookInstanceSummary
func (s *NotebookInstanceSummary) SetInstanceType(v string) *NotebookInstanceSummary
func (s *NotebookInstanceSummary) SetLastModifiedTime(v time.Time) *NotebookInstanceSummary
func (s *NotebookInstanceSummary) SetNotebookInstanceArn(v string) *NotebookInstanceSummary
func (s *NotebookInstanceSummary) SetNotebookInstanceLifecycleConfigName(v string) *NotebookInstanceSummary
func (s *NotebookInstanceSummary) SetNotebookInstanceName(v string) *NotebookInstanceSummary
func (s *NotebookInstanceSummary) SetNotebookInstanceStatus(v string) *NotebookInstanceSummary
func (s *NotebookInstanceSummary) SetUrl(v string) *NotebookInstanceSummary
type ObjectiveStatusCounters
func (s *ObjectiveStatusCounters) SetFailed(v int64) *ObjectiveStatusCounters
func (s *ObjectiveStatusCounters) SetPending(v int64) *ObjectiveStatusCounters
func (s *ObjectiveStatusCounters) SetSucceeded(v int64) *ObjectiveStatusCounters
type OutputDataConfig
func (s *OutputDataConfig) SetKmsKeyId(v string) *OutputDataConfig
func (s *OutputDataConfig) SetS3OutputPath(v string) *OutputDataConfig
type ParameterRanges
func (s *ParameterRanges) SetCategoricalParameterRanges(v []*CategoricalParameterRange) *ParameterRanges
func (s *ParameterRanges) SetContinuousParameterRanges(v []*ContinuousParameterRange) *ParameterRanges
func (s *ParameterRanges) SetIntegerParameterRanges(v []*IntegerParameterRange) *ParameterRanges
type ProductionVariant
func (s *ProductionVariant) SetInitialInstanceCount(v int64) *ProductionVariant
func (s *ProductionVariant) SetInitialVariantWeight(v float64) *ProductionVariant
func (s *ProductionVariant) SetInstanceType(v string) *ProductionVariant
func (s *ProductionVariant) SetModelName(v string) *ProductionVariant
func (s *ProductionVariant) SetVariantName(v string) *ProductionVariant
type ProductionVariantSummary
func (s *ProductionVariantSummary) SetCurrentInstanceCount(v int64) *ProductionVariantSummary
func (s *ProductionVariantSummary) SetCurrentWeight(v float64) *ProductionVariantSummary
func (s *ProductionVariantSummary) SetDeployedImages(v []*DeployedImage) *ProductionVariantSummary
func (s *ProductionVariantSummary) SetDesiredInstanceCount(v int64) *ProductionVariantSummary
func (s *ProductionVariantSummary) SetDesiredWeight(v float64) *ProductionVariantSummary
func (s *ProductionVariantSummary) SetVariantName(v string) *ProductionVariantSummary
type ResourceConfig
func (s *ResourceConfig) SetInstanceCount(v int64) *ResourceConfig
func (s *ResourceConfig) SetInstanceType(v string) *ResourceConfig
func (s *ResourceConfig) SetVolumeKmsKeyId(v string) *ResourceConfig
func (s *ResourceConfig) SetVolumeSizeInGB(v int64) *ResourceConfig
type ResourceLimits
func (s *ResourceLimits) SetMaxNumberOfTrainingJobs(v int64) *ResourceLimits
func (s *ResourceLimits) SetMaxParallelTrainingJobs(v int64) *ResourceLimits
type S3DataSource
func (s *S3DataSource) SetS3DataDistributionType(v string) *S3DataSource
func (s *S3DataSource) SetS3DataType(v string) *S3DataSource
func (s *S3DataSource) SetS3Uri(v string) *S3DataSource
type SageMaker
type SecondaryStatusTransition
func (s *SecondaryStatusTransition) SetEndTime(v time.Time) *SecondaryStatusTransition
func (s *SecondaryStatusTransition) SetStartTime(v time.Time) *SecondaryStatusTransition
func (s *SecondaryStatusTransition) SetStatus(v string) *SecondaryStatusTransition
func (s *SecondaryStatusTransition) SetStatusMessage(v string) *SecondaryStatusTransition
type StartNotebookInstanceInput
func (s *StartNotebookInstanceInput) SetNotebookInstanceName(v string) *StartNotebookInstanceInput
type StartNotebookInstanceOutput
type StopHyperParameterTuningJobInput
func (s *StopHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *StopHyperParameterTuningJobInput
type StopHyperParameterTuningJobOutput
type StopNotebookInstanceInput
func (s *StopNotebookInstanceInput) SetNotebookInstanceName(v string) *StopNotebookInstanceInput
type StopNotebookInstanceOutput
type StopTrainingJobInput
func (s *StopTrainingJobInput) SetTrainingJobName(v string) *StopTrainingJobInput
type StopTrainingJobOutput
type StopTransformJobInput
func (s *StopTransformJobInput) SetTransformJobName(v string) *StopTransformJobInput
type StopTransformJobOutput
type StoppingCondition
func (s *StoppingCondition) SetMaxRuntimeInSeconds(v int64) *StoppingCondition
type Tag
func (s *Tag) SetKey(v string) *Tag
func (s *Tag) SetValue(v string) *Tag
type TrainingJobStatusCounters
func (s *TrainingJobStatusCounters) SetCompleted(v int64) *TrainingJobStatusCounters
func (s *TrainingJobStatusCounters) SetInProgress(v int64) *TrainingJobStatusCounters
func (s *TrainingJobStatusCounters) SetNonRetryableError(v int64) *TrainingJobStatusCounters
func (s *TrainingJobStatusCounters) SetRetryableError(v int64) *TrainingJobStatusCounters
func (s *TrainingJobStatusCounters) SetStopped(v int64) *TrainingJobStatusCounters
type TrainingJobSummary
func (s *TrainingJobSummary) SetCreationTime(v time.Time) *TrainingJobSummary
func (s *TrainingJobSummary) SetLastModifiedTime(v time.Time) *TrainingJobSummary
func (s *TrainingJobSummary) SetTrainingEndTime(v time.Time) *TrainingJobSummary
func (s *TrainingJobSummary) SetTrainingJobArn(v string) *TrainingJobSummary
func (s *TrainingJobSummary) SetTrainingJobName(v string) *TrainingJobSummary
func (s *TrainingJobSummary) SetTrainingJobStatus(v string) *TrainingJobSummary
type TransformDataSource
func (s *TransformDataSource) SetS3DataSource(v *TransformS3DataSource) *TransformDataSource
type TransformInput
func (s *TransformInput) SetCompressionType(v string) *TransformInput
func (s *TransformInput) SetContentType(v string) *TransformInput
func (s *TransformInput) SetDataSource(v *TransformDataSource) *TransformInput
func (s *TransformInput) SetSplitType(v string) *TransformInput
type TransformJobSummary
func (s *TransformJobSummary) SetCreationTime(v time.Time) *TransformJobSummary
func (s *TransformJobSummary) SetFailureReason(v string) *TransformJobSummary
func (s *TransformJobSummary) SetLastModifiedTime(v time.Time) *TransformJobSummary
func (s *TransformJobSummary) SetTransformEndTime(v time.Time) *TransformJobSummary
func (s *TransformJobSummary) SetTransformJobArn(v string) *TransformJobSummary
func (s *TransformJobSummary) SetTransformJobName(v string) *TransformJobSummary
func (s *TransformJobSummary) SetTransformJobStatus(v string) *TransformJobSummary
type TransformOutput
func (s *TransformOutput) SetAccept(v string) *TransformOutput
func (s *TransformOutput) SetAssembleWith(v string) *TransformOutput
func (s *TransformOutput) SetKmsKeyId(v string) *TransformOutput
func (s *TransformOutput) SetS3OutputPath(v string) *TransformOutput
type TransformResources
func (s *TransformResources) SetInstanceCount(v int64) *TransformResources
func (s *TransformResources) SetInstanceType(v string) *TransformResources
type TransformS3DataSource
func (s *TransformS3DataSource) SetS3DataType(v string) *TransformS3DataSource
func (s *TransformS3DataSource) SetS3Uri(v string) *TransformS3DataSource
type UpdateEndpointInput
func (s *UpdateEndpointInput) SetEndpointConfigName(v string) *UpdateEndpointInput
func (s *UpdateEndpointInput) SetEndpointName(v string) *UpdateEndpointInput
type UpdateEndpointOutput
func (s *UpdateEndpointOutput) SetEndpointArn(v string) *UpdateEndpointOutput
type UpdateEndpointWeightsAndCapacitiesInput
func (s *UpdateEndpointWeightsAndCapacitiesInput) SetDesiredWeightsAndCapacities(v []*DesiredWeightAndCapacity) *UpdateEndpointWeightsAndCapacitiesInput
func (s *UpdateEndpointWeightsAndCapacitiesInput) SetEndpointName(v string) *UpdateEndpointWeightsAndCapacitiesInput
type UpdateEndpointWeightsAndCapacitiesOutput
func (s *UpdateEndpointWeightsAndCapacitiesOutput) SetEndpointArn(v string) *UpdateEndpointWeightsAndCapacitiesOutput
type UpdateNotebookInstanceInput
func (s *UpdateNotebookInstanceInput) SetDisassociateLifecycleConfig(v bool) *UpdateNotebookInstanceInput
func (s *UpdateNotebookInstanceInput) SetInstanceType(v string) *UpdateNotebookInstanceInput
func (s *UpdateNotebookInstanceInput) SetLifecycleConfigName(v string) *UpdateNotebookInstanceInput
func (s *UpdateNotebookInstanceInput) SetNotebookInstanceName(v string) *UpdateNotebookInstanceInput
func (s *UpdateNotebookInstanceInput) SetRoleArn(v string) *UpdateNotebookInstanceInput
type UpdateNotebookInstanceLifecycleConfigInput
func (s *UpdateNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *UpdateNotebookInstanceLifecycleConfigInput
func (s *UpdateNotebookInstanceLifecycleConfigInput) SetOnCreate(v []*NotebookInstanceLifecycleHook) *UpdateNotebookInstanceLifecycleConfigInput
func (s *UpdateNotebookInstanceLifecycleConfigInput) SetOnStart(v []*NotebookInstanceLifecycleHook) *UpdateNotebookInstanceLifecycleConfigInput
type UpdateNotebookInstanceLifecycleConfigOutput
type UpdateNotebookInstanceOutput
type VpcConfig
func (s *VpcConfig) SetSecurityGroupIds(v []*string) *VpcConfig
func (s *VpcConfig) SetSubnets(v []*string) *VpcConfig

Constants ▾

const (
    // AssemblyTypeNone is a AssemblyType enum value
    AssemblyTypeNone = "None"

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

    // BatchStrategySingleRecord is a BatchStrategy enum value
    BatchStrategySingleRecord = "SingleRecord"
)
const (
    // CompressionTypeNone is a CompressionType enum value
    CompressionTypeNone = "None"

    // CompressionTypeGzip is a CompressionType enum value
    CompressionTypeGzip = "Gzip"
)
const (
    // DirectInternetAccessEnabled is a DirectInternetAccess enum value
    DirectInternetAccessEnabled = "Enabled"

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

    // EndpointConfigSortKeyCreationTime is a EndpointConfigSortKey enum value
    EndpointConfigSortKeyCreationTime = "CreationTime"
)
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"
)
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"

    // 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"
)
const (
    // HyperParameterTuningJobObjectiveTypeMaximize is a HyperParameterTuningJobObjectiveType enum value
    HyperParameterTuningJobObjectiveTypeMaximize = "Maximize"

    // HyperParameterTuningJobObjectiveTypeMinimize is a HyperParameterTuningJobObjectiveType enum value
    HyperParameterTuningJobObjectiveTypeMinimize = "Minimize"
)
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"
)
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"
)
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"

    // 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"

    // 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"
)
const (
    // ModelSortKeyName is a ModelSortKey enum value
    ModelSortKeyName = "Name"

    // ModelSortKeyCreationTime is a ModelSortKey enum value
    ModelSortKeyCreationTime = "CreationTime"
)
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"
)
const (
    // NotebookInstanceLifecycleConfigSortOrderAscending is a NotebookInstanceLifecycleConfigSortOrder enum value
    NotebookInstanceLifecycleConfigSortOrderAscending = "Ascending"

    // NotebookInstanceLifecycleConfigSortOrderDescending is a NotebookInstanceLifecycleConfigSortOrder enum value
    NotebookInstanceLifecycleConfigSortOrderDescending = "Descending"
)
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"
)
const (
    // NotebookInstanceSortOrderAscending is a NotebookInstanceSortOrder enum value
    NotebookInstanceSortOrderAscending = "Ascending"

    // NotebookInstanceSortOrderDescending is a NotebookInstanceSortOrder enum value
    NotebookInstanceSortOrderDescending = "Descending"
)
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"
)
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"
)
const (
    // OrderKeyAscending is a OrderKey enum value
    OrderKeyAscending = "Ascending"

    // OrderKeyDescending is a OrderKey enum value
    OrderKeyDescending = "Descending"
)
const (
    // ProductionVariantInstanceTypeMlT2Medium is a ProductionVariantInstanceType enum value
    ProductionVariantInstanceTypeMlT2Medium = "ml.t2.medium"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

    // S3DataTypeS3prefix is a S3DataType enum value
    S3DataTypeS3prefix = "S3Prefix"
)
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"
)
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"
)
const (
    // SortOrderAscending is a SortOrder enum value
    SortOrderAscending = "Ascending"

    // SortOrderDescending is a SortOrder enum value
    SortOrderDescending = "Descending"
)
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"
)
const (
    // TrainingInputModePipe is a TrainingInputMode enum value
    TrainingInputModePipe = "Pipe"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

    // TrainingInstanceTypeMlC518xlarge is a TrainingInstanceType enum value
    TrainingInstanceTypeMlC518xlarge = "ml.c5.18xlarge"
)
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"
)
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"
)
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"
)
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"
)
const (

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

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

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

Service information constants

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

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

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 registry path of the Docker image that contains the training algorithm.
    // For information about docker registry paths for built-in algorithms, see
    // sagemaker-algo-docker-registry-paths.
    //
    // TrainingImage is a required field
    TrainingImage *string `type:"string" required:"true"`

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

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

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

func (AlgorithmSpecification) GoString

func (s AlgorithmSpecification) GoString() string

GoString returns the string representation

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 CategoricalParameterRange

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

func (s CategoricalParameterRange) GoString() string

GoString returns the string representation

func (*CategoricalParameterRange) SetName

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

SetName sets the Name field's value.

func (*CategoricalParameterRange) SetValues

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

SetValues sets the Values field's value.

func (CategoricalParameterRange) String

func (s CategoricalParameterRange) String() string

String returns the string representation

func (*CategoricalParameterRange) Validate

func (s *CategoricalParameterRange) 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"`

    // Specify RecordIO as the value when input data is in raw format but the training
    // algorithm requires the RecordIO format, in which case, Amazon SageMaker wraps
    // each individual S3 object in a RecordIO record. If the input data is already
    // in RecordIO format, you don't need to set this attribute. For more information,
    // see Create a Dataset Using RecordIO (https://mxnet.incubator.apache.org/how_to/recordio.html?highlight=im2rec)
    RecordWrapperType *string `type:"string" enum:"RecordWrapper"`
    // 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) SetRecordWrapperType

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

SetRecordWrapperType sets the RecordWrapperType 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 ContainerDefinition

type ContainerDefinition struct {

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

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

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

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

Describes the container, as part of model definition.

func (ContainerDefinition) GoString

func (s ContainerDefinition) GoString() string

GoString returns the string representation

func (*ContainerDefinition) SetContainerHostname

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

SetContainerHostname sets the ContainerHostname field's value.

func (*ContainerDefinition) SetEnvironment

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

SetEnvironment sets the Environment field's value.

func (*ContainerDefinition) SetImage

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

SetImage sets the Image field's value.

func (*ContainerDefinition) SetModelDataUrl

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

SetModelDataUrl sets the ModelDataUrl field's value.

func (ContainerDefinition) 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

type ContinuousParameterRange struct {

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

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

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

A list of continuous hyperparameters to tune.

func (ContinuousParameterRange) GoString

func (s ContinuousParameterRange) GoString() string

GoString returns the string representation

func (*ContinuousParameterRange) SetMaxValue

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

SetMaxValue sets the MaxValue field's value.

func (*ContinuousParameterRange) SetMinValue

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

SetMinValue sets the MinValue field's value.

func (*ContinuousParameterRange) SetName

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

SetName sets the Name field's value.

func (ContinuousParameterRange) String

func (s ContinuousParameterRange) String() string

String returns the string representation

func (*ContinuousParameterRange) Validate

func (s *ContinuousParameterRange) Validate() error

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

type CreateEndpointConfigInput

type CreateEndpointConfigInput struct {

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

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

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

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

func (CreateEndpointConfigInput) GoString

func (s CreateEndpointConfigInput) GoString() string

GoString returns the string representation

func (*CreateEndpointConfigInput) SetEndpointConfigName

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

SetEndpointConfigName sets the EndpointConfigName field's value.

func (*CreateEndpointConfigInput) SetKmsKeyId

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

SetKmsKeyId sets the KmsKeyId field's value.

func (*CreateEndpointConfigInput) SetProductionVariants

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

SetProductionVariants sets the ProductionVariants field's value.

func (*CreateEndpointConfigInput) SetTags

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

SetTags sets the Tags field's value.

func (CreateEndpointConfigInput) String

func (s CreateEndpointConfigInput) String() string

String returns the string representation

func (*CreateEndpointConfigInput) Validate

func (s *CreateEndpointConfigInput) Validate() error

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

type CreateEndpointConfigOutput

type CreateEndpointConfigOutput struct {

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

func (CreateEndpointConfigOutput) GoString

func (s CreateEndpointConfigOutput) GoString() string

GoString returns the string representation

func (*CreateEndpointConfigOutput) SetEndpointConfigArn

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

SetEndpointConfigArn sets the EndpointConfigArn field's value.

func (CreateEndpointConfigOutput) String

func (s CreateEndpointConfigOutput) String() string

String returns the string representation

type CreateEndpointInput

type CreateEndpointInput struct {

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

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

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

func (CreateEndpointInput) GoString

func (s CreateEndpointInput) GoString() string

GoString returns the string representation

func (*CreateEndpointInput) SetEndpointConfigName

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

SetEndpointConfigName sets the EndpointConfigName field's value.

func (*CreateEndpointInput) SetEndpointName

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

SetEndpointName sets the EndpointName field's value.

func (*CreateEndpointInput) SetTags

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

SetTags sets the Tags field's value.

func (CreateEndpointInput) String

func (s CreateEndpointInput) String() string

String returns the string representation

func (*CreateEndpointInput) Validate

func (s *CreateEndpointInput) Validate() error

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

type CreateEndpointOutput

type CreateEndpointOutput struct {

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

func (CreateEndpointOutput) GoString

func (s CreateEndpointOutput) GoString() string

GoString returns the string representation

func (*CreateEndpointOutput) SetEndpointArn

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

SetEndpointArn sets the EndpointArn field's value.

func (CreateEndpointOutput) String

func (s CreateEndpointOutput) String() string

String returns the string representation

type CreateHyperParameterTuningJobInput

type CreateHyperParameterTuningJobInput struct {

    // The HyperParameterTuningJobConfig object that describes the tuning job, including
    // the search strategy, metric used to evaluate training jobs, ranges of parameters
    // to search, and resource limits for the tuning job.
    //
    // 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. Names are not case sensitive, and must
    // be between 1-32 characters.
    //
    // 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 Using Cost Allocation Tags (http://docs.aws.amazon.com//awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
    // in the AWS Billing and Cost Management User Guide.
    Tags []*Tag `type:"list"`

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

func (CreateHyperParameterTuningJobInput) GoString

func (s CreateHyperParameterTuningJobInput) GoString() string

GoString returns the string representation

func (*CreateHyperParameterTuningJobInput) SetHyperParameterTuningJobConfig

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

SetHyperParameterTuningJobConfig sets the HyperParameterTuningJobConfig field's value.

func (*CreateHyperParameterTuningJobInput) SetHyperParameterTuningJobName

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

SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.

func (*CreateHyperParameterTuningJobInput) SetTags

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

SetTags sets the Tags field's value.

func (*CreateHyperParameterTuningJobInput) SetTrainingJobDefinition

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

SetTrainingJobDefinition sets the TrainingJobDefinition field's value.

func (CreateHyperParameterTuningJobInput) String

func (s CreateHyperParameterTuningJobInput) String() string

String returns the string representation

func (*CreateHyperParameterTuningJobInput) Validate

func (s *CreateHyperParameterTuningJobInput) Validate() error

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

type CreateHyperParameterTuningJobOutput

type CreateHyperParameterTuningJobOutput struct {

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

func (CreateHyperParameterTuningJobOutput) GoString

func (s CreateHyperParameterTuningJobOutput) GoString() string

GoString returns the string representation

func (*CreateHyperParameterTuningJobOutput) SetHyperParameterTuningJobArn

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

SetHyperParameterTuningJobArn sets the HyperParameterTuningJobArn field's value.

func (CreateHyperParameterTuningJobOutput) String

func (s CreateHyperParameterTuningJobOutput) String() string

String returns the string representation

type CreateModelInput

type CreateModelInput struct {

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

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

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

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

    // 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 currently used in hosting services but not in batch transform.
    // For more information, see host-vpc.
    VpcConfig *VpcConfig `type:"structure"`
    // contains filtered or unexported fields
}

func (CreateModelInput) GoString

func (s CreateModelInput) GoString() string

GoString returns the string representation

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

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 CreateNotebookInstanceInput

type CreateNotebookInstanceInput struct {

    // 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 appendix-notebook-and-internet-access. You can
    // set the value of this parameter to Disabled only if you set a value for the
    // SubnetId parameter.
    DirectInternetAccess *string `type:"string" enum:"DirectInternetAccess"`

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

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

    // The name of a lifecycle configuration to associate with the notebook instance.
    // For information about lifestyle configurations, see notebook-lifecycle-config.
    LifecycleConfigName *string `type:"string"`

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

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

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

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

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

func (CreateNotebookInstanceInput) GoString

func (s CreateNotebookInstanceInput) GoString() string

GoString returns the string representation

func (*CreateNotebookInstanceInput) SetDirectInternetAccess

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

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

SetLifecycleConfigName sets the LifecycleConfigName field's value.

func (*CreateNotebookInstanceInput) SetNotebookInstanceName

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

SetNotebookInstanceName sets the NotebookInstanceName field's value.

func (*CreateNotebookInstanceInput) SetRoleArn

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

SetRoleArn sets the RoleArn field's value.

func (*CreateNotebookInstanceInput) SetSecurityGroupIds

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

SetSecurityGroupIds sets the SecurityGroupIds field's value.

func (*CreateNotebookInstanceInput) SetSubnetId

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

SetSubnetId sets the SubnetId field's value.

func (*CreateNotebookInstanceInput) SetTags

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

SetTags sets the Tags field's value.

func (CreateNotebookInstanceInput) 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

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.
    OnCreate []*NotebookInstanceLifecycleHook `type:"list"`

    // A 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 (CreateNotebookInstanceLifecycleConfigInput) GoString

func (s CreateNotebookInstanceLifecycleConfigInput) GoString() string

GoString returns the string representation

func (*CreateNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName

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

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (*CreateNotebookInstanceLifecycleConfigInput) SetOnCreate

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

SetOnCreate sets the OnCreate field's value.

func (*CreateNotebookInstanceLifecycleConfigInput) SetOnStart

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

SetOnStart sets the OnStart field's value.

func (CreateNotebookInstanceLifecycleConfigInput) String

func (s CreateNotebookInstanceLifecycleConfigInput) String() string

String returns the string representation

func (*CreateNotebookInstanceLifecycleConfigInput) Validate

func (s *CreateNotebookInstanceLifecycleConfigInput) Validate() error

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

type CreateNotebookInstanceLifecycleConfigOutput

type CreateNotebookInstanceLifecycleConfigOutput struct {

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

func (CreateNotebookInstanceLifecycleConfigOutput) GoString

func (s CreateNotebookInstanceLifecycleConfigOutput) GoString() string

GoString returns the string representation

func (*CreateNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigArn

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

SetNotebookInstanceLifecycleConfigArn sets the NotebookInstanceLifecycleConfigArn field's value.

func (CreateNotebookInstanceLifecycleConfigOutput) String

func (s CreateNotebookInstanceLifecycleConfigOutput) String() string

String returns the string representation

type CreateNotebookInstanceOutput

type CreateNotebookInstanceOutput struct {

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

func (CreateNotebookInstanceOutput) GoString

func (s CreateNotebookInstanceOutput) GoString() string

GoString returns the string representation

func (*CreateNotebookInstanceOutput) SetNotebookInstanceArn

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

SetNotebookInstanceArn sets the NotebookInstanceArn field's value.

func (CreateNotebookInstanceOutput) String

func (s CreateNotebookInstanceOutput) String() string

String returns the string representation

type CreatePresignedNotebookInstanceUrlInput

type CreatePresignedNotebookInstanceUrlInput struct {

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

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

func (CreatePresignedNotebookInstanceUrlInput) GoString

func (s CreatePresignedNotebookInstanceUrlInput) GoString() string

GoString returns the string representation

func (*CreatePresignedNotebookInstanceUrlInput) SetNotebookInstanceName

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

SetNotebookInstanceName sets the NotebookInstanceName field's value.

func (*CreatePresignedNotebookInstanceUrlInput) SetSessionExpirationDurationInSeconds

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

SetSessionExpirationDurationInSeconds sets the SessionExpirationDurationInSeconds field's value.

func (CreatePresignedNotebookInstanceUrlInput) String

func (s CreatePresignedNotebookInstanceUrlInput) String() string

String returns the string representation

func (*CreatePresignedNotebookInstanceUrlInput) Validate

func (s *CreatePresignedNotebookInstanceUrlInput) Validate() error

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

type CreatePresignedNotebookInstanceUrlOutput

type CreatePresignedNotebookInstanceUrlOutput struct {

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

func (CreatePresignedNotebookInstanceUrlOutput) GoString

func (s CreatePresignedNotebookInstanceUrlOutput) GoString() string

GoString returns the string representation

func (*CreatePresignedNotebookInstanceUrlOutput) SetAuthorizedUrl

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

SetAuthorizedUrl sets the AuthorizedUrl field's value.

func (CreatePresignedNotebookInstanceUrlOutput) String

func (s CreatePresignedNotebookInstanceUrlOutput) String() string

String returns the string representation

type CreateTrainingJobInput

type CreateTrainingJobInput struct {

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

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

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

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

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

    // The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker 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
    // (http://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html).
    //
    // To be able to pass this role to Amazon SageMaker, the caller of this API
    // must have the iam:PassRole permission.
    //
    // RoleArn is a required field
    RoleArn *string `min:"20" type:"string" required:"true"`

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

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

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

    // A VpcConfig object that specifies the VPC that you want your training job
    // to connect to. Control access to and from your training container by configuring
    // the VPC. For more information, see train-vpc
    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) SetHyperParameters

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

SetHyperParameters sets the HyperParameters field's value.

func (*CreateTrainingJobInput) SetInputDataConfig

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

SetInputDataConfig sets the InputDataConfig field's value.

func (*CreateTrainingJobInput) SetOutputDataConfig

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

SetOutputDataConfig sets the OutputDataConfig field's value.

func (*CreateTrainingJobInput) SetResourceConfig

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

SetResourceConfig sets the ResourceConfig field's value.

func (*CreateTrainingJobInput) SetRoleArn

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

SetRoleArn sets the RoleArn field's value.

func (*CreateTrainingJobInput) SetStoppingCondition

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

SetStoppingCondition sets the StoppingCondition field's value.

func (*CreateTrainingJobInput) SetTags

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

SetTags sets the Tags field's value.

func (*CreateTrainingJobInput) SetTrainingJobName

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

SetTrainingJobName sets the TrainingJobName field's value.

func (*CreateTrainingJobInput) SetVpcConfig

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

type CreateTransformJobInput struct {

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

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

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

    // The maximum payload size allowed, in MB. A payload is the data portion of
    // a record (without metadata). The value in MaxPayloadInMB must be greater
    // or equal to the size of a single record. You can approximate the size of
    // a record by dividing the size of your dataset by the number of records. Then
    // multiply this value by the number of records you want in a mini-batch. It
    // is recommended to enter a value slightly larger than this to ensure the records
    // fit within the maximum payload size. The default value is 6 MB. For an unlimited
    // payload size, set the value to 0.
    MaxPayloadInMB *int64 `type:"integer"`

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

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

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

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

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

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

func (CreateTransformJobInput) GoString

func (s CreateTransformJobInput) GoString() string

GoString returns the string representation

func (*CreateTransformJobInput) SetBatchStrategy

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

SetBatchStrategy sets the BatchStrategy field's value.

func (*CreateTransformJobInput) SetEnvironment

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

SetEnvironment sets the Environment field's value.

func (*CreateTransformJobInput) SetMaxConcurrentTransforms

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

SetMaxConcurrentTransforms sets the MaxConcurrentTransforms field's value.

func (*CreateTransformJobInput) SetMaxPayloadInMB

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

SetMaxPayloadInMB sets the MaxPayloadInMB field's value.

func (*CreateTransformJobInput) SetModelName

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

SetModelName sets the ModelName field's value.

func (*CreateTransformJobInput) SetTags

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

SetTags sets the Tags field's value.

func (*CreateTransformJobInput) SetTransformInput

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

SetTransformInput sets the TransformInput field's value.

func (*CreateTransformJobInput) SetTransformJobName

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

SetTransformJobName sets the TransformJobName field's value.

func (*CreateTransformJobInput) SetTransformOutput

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

SetTransformOutput sets the TransformOutput field's value.

func (*CreateTransformJobInput) SetTransformResources

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

SetTransformResources sets the TransformResources field's value.

func (CreateTransformJobInput) String

func (s CreateTransformJobInput) String() string

String returns the string representation

func (*CreateTransformJobInput) Validate

func (s *CreateTransformJobInput) Validate() error

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

type CreateTransformJobOutput

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

func (s CreateTransformJobOutput) GoString() string

GoString returns the string representation

func (*CreateTransformJobOutput) SetTransformJobArn

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

SetTransformJobArn sets the TransformJobArn field's value.

func (CreateTransformJobOutput) String

func (s CreateTransformJobOutput) String() string

String returns the string representation

type DataSource

type DataSource struct {

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

Describes the location of the channel data.

func (DataSource) GoString

func (s DataSource) GoString() string

GoString returns the string representation

func (*DataSource) SetS3DataSource

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

SetS3DataSource sets the S3DataSource field's value.

func (DataSource) String

func (s DataSource) String() string

String returns the string representation

func (*DataSource) Validate

func (s *DataSource) Validate() error

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

type DeleteEndpointConfigInput

type DeleteEndpointConfigInput struct {

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

func (DeleteEndpointConfigInput) GoString

func (s DeleteEndpointConfigInput) GoString() string

GoString returns the string representation

func (*DeleteEndpointConfigInput) SetEndpointConfigName

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

SetEndpointConfigName sets the EndpointConfigName field's value.

func (DeleteEndpointConfigInput) String

func (s DeleteEndpointConfigInput) String() string

String returns the string representation

func (*DeleteEndpointConfigInput) Validate

func (s *DeleteEndpointConfigInput) Validate() error

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

type DeleteEndpointConfigOutput

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

func (DeleteEndpointConfigOutput) GoString

func (s DeleteEndpointConfigOutput) GoString() string

GoString returns the string representation

func (DeleteEndpointConfigOutput) String

func (s DeleteEndpointConfigOutput) String() string

String returns the string representation

type DeleteEndpointInput

type DeleteEndpointInput struct {

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

func (DeleteEndpointInput) GoString

func (s DeleteEndpointInput) GoString() string

GoString returns the string representation

func (*DeleteEndpointInput) SetEndpointName

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

SetEndpointName sets the EndpointName field's value.

func (DeleteEndpointInput) String

func (s DeleteEndpointInput) String() string

String returns the string representation

func (*DeleteEndpointInput) Validate

func (s *DeleteEndpointInput) Validate() error

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

type DeleteEndpointOutput

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

func (DeleteEndpointOutput) GoString

func (s DeleteEndpointOutput) GoString() string

GoString returns the string representation

func (DeleteEndpointOutput) String

func (s DeleteEndpointOutput) String() string

String returns the string representation

type DeleteModelInput

type DeleteModelInput struct {

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

func (DeleteModelInput) GoString

func (s DeleteModelInput) GoString() string

GoString returns the string representation

func (*DeleteModelInput) SetModelName

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

SetModelName sets the ModelName field's value.

func (DeleteModelInput) String

func (s DeleteModelInput) String() string

String returns the string representation

func (*DeleteModelInput) Validate

func (s *DeleteModelInput) Validate() error

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

type DeleteModelOutput

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

func (DeleteModelOutput) GoString

func (s DeleteModelOutput) GoString() string

GoString returns the string representation

func (DeleteModelOutput) String

func (s DeleteModelOutput) String() string

String returns the string representation

type 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

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

func (s DeleteNotebookInstanceLifecycleConfigInput) GoString() string

GoString returns the string representation

func (*DeleteNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName

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

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (DeleteNotebookInstanceLifecycleConfigInput) String

func (s DeleteNotebookInstanceLifecycleConfigInput) String() string

String returns the string representation

func (*DeleteNotebookInstanceLifecycleConfigInput) Validate

func (s *DeleteNotebookInstanceLifecycleConfigInput) Validate() error

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

type DeleteNotebookInstanceLifecycleConfigOutput

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

func (DeleteNotebookInstanceLifecycleConfigOutput) GoString

func (s DeleteNotebookInstanceLifecycleConfigOutput) GoString() string

GoString returns the string representation

func (DeleteNotebookInstanceLifecycleConfigOutput) String

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 DeployedImage

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

func (DeployedImage) GoString

func (s DeployedImage) GoString() string

GoString returns the string representation

func (*DeployedImage) SetResolutionTime

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

SetResolutionTime sets the ResolutionTime field's value.

func (*DeployedImage) SetResolvedImage

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

SetResolvedImage sets the ResolvedImage field's value.

func (*DeployedImage) SetSpecifiedImage

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

SetSpecifiedImage sets the SpecifiedImage field's value.

func (DeployedImage) String

func (s DeployedImage) String() string

String returns the string representation

type DescribeEndpointConfigInput

type DescribeEndpointConfigInput struct {

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

func (DescribeEndpointConfigInput) GoString

func (s DescribeEndpointConfigInput) GoString() string

GoString returns the string representation

func (*DescribeEndpointConfigInput) SetEndpointConfigName

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

SetEndpointConfigName sets the EndpointConfigName field's value.

func (DescribeEndpointConfigInput) String

func (s DescribeEndpointConfigInput) String() string

String returns the string representation

func (*DescribeEndpointConfigInput) Validate

func (s *DescribeEndpointConfigInput) Validate() error

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

type DescribeEndpointConfigOutput

type DescribeEndpointConfigOutput struct {

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

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

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

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

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

func (DescribeEndpointConfigOutput) GoString

func (s DescribeEndpointConfigOutput) GoString() string

GoString returns the string representation

func (*DescribeEndpointConfigOutput) SetCreationTime

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeEndpointConfigOutput) SetEndpointConfigArn

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

SetEndpointConfigArn sets the EndpointConfigArn field's value.

func (*DescribeEndpointConfigOutput) SetEndpointConfigName

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

SetEndpointConfigName sets the EndpointConfigName field's value.

func (*DescribeEndpointConfigOutput) SetKmsKeyId

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

SetKmsKeyId sets the KmsKeyId field's value.

func (*DescribeEndpointConfigOutput) SetProductionVariants

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

SetProductionVariants sets the ProductionVariants field's value.

func (DescribeEndpointConfigOutput) String

func (s DescribeEndpointConfigOutput) String() string

String returns the string representation

type DescribeEndpointInput

type DescribeEndpointInput struct {

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

func (DescribeEndpointInput) GoString

func (s DescribeEndpointInput) GoString() string

GoString returns the string representation

func (*DescribeEndpointInput) SetEndpointName

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

SetEndpointName sets the EndpointName field's value.

func (DescribeEndpointInput) String

func (s DescribeEndpointInput) String() string

String returns the string representation

func (*DescribeEndpointInput) Validate

func (s *DescribeEndpointInput) Validate() error

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

type DescribeEndpointOutput

type DescribeEndpointOutput struct {

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

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

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

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

    // The status of the endpoint.
    //
    // EndpointStatus is a required field
    EndpointStatus *string `type:"string" required:"true" enum:"EndpointStatus"`

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

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

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

func (DescribeEndpointOutput) GoString

func (s DescribeEndpointOutput) GoString() string

GoString returns the string representation

func (*DescribeEndpointOutput) SetCreationTime

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeEndpointOutput) SetEndpointArn

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

SetEndpointArn sets the EndpointArn field's value.

func (*DescribeEndpointOutput) SetEndpointConfigName

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

SetEndpointConfigName sets the EndpointConfigName field's value.

func (*DescribeEndpointOutput) SetEndpointName

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

SetEndpointName sets the EndpointName field's value.

func (*DescribeEndpointOutput) SetEndpointStatus

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

SetEndpointStatus sets the EndpointStatus field's value.

func (*DescribeEndpointOutput) SetFailureReason

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

SetFailureReason sets the FailureReason field's value.

func (*DescribeEndpointOutput) SetLastModifiedTime

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeEndpointOutput) SetProductionVariants

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

SetProductionVariants sets the ProductionVariants field's value.

func (DescribeEndpointOutput) String

func (s DescribeEndpointOutput) String() string

String returns the string representation

type DescribeHyperParameterTuningJobInput

type DescribeHyperParameterTuningJobInput struct {

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

func (DescribeHyperParameterTuningJobInput) GoString

func (s DescribeHyperParameterTuningJobInput) GoString() string

GoString returns the string representation

func (*DescribeHyperParameterTuningJobInput) SetHyperParameterTuningJobName

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

SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.

func (DescribeHyperParameterTuningJobInput) String

func (s DescribeHyperParameterTuningJobInput) String() string

String returns the string representation

func (*DescribeHyperParameterTuningJobInput) Validate

func (s *DescribeHyperParameterTuningJobInput) Validate() error

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

type DescribeHyperParameterTuningJobOutput

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"`

    // The HyperParameterTrainingJobDefinition object that specifies the definition
    // of the training jobs that this tuning job launches.
    //
    // TrainingJobDefinition is a required field
    TrainingJobDefinition *HyperParameterTrainingJobDefinition `type:"structure" required:"true"`

    // The TrainingJobStatusCounters object that specifies the number of training
    // jobs, categorized by status, that this tuning job launched.
    //
    // TrainingJobStatusCounters is a required field
    TrainingJobStatusCounters *TrainingJobStatusCounters `type:"structure" required:"true"`
    // contains filtered or unexported fields
}

func (DescribeHyperParameterTuningJobOutput) GoString

func (s DescribeHyperParameterTuningJobOutput) GoString() string

GoString returns the string representation

func (*DescribeHyperParameterTuningJobOutput) SetBestTrainingJob

func (s *DescribeHyperParameterTuningJobOutput) SetBestTrainingJob(v *HyperParameterTrainingJobSummary) *DescribeHyperParameterTuningJobOutput

SetBestTrainingJob sets the BestTrainingJob field's value.

func (*DescribeHyperParameterTuningJobOutput) SetCreationTime

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeHyperParameterTuningJobOutput) SetFailureReason

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

SetFailureReason sets the FailureReason field's value.

func (*DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningEndTime

func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningEndTime(v time.Time) *DescribeHyperParameterTuningJobOutput

SetHyperParameterTuningEndTime sets the HyperParameterTuningEndTime field's value.

func (*DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobArn

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

SetHyperParameterTuningJobArn sets the HyperParameterTuningJobArn field's value.

func (*DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobConfig

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

SetHyperParameterTuningJobConfig sets the HyperParameterTuningJobConfig field's value.

func (*DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobName

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

SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.

func (*DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobStatus

func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobStatus(v string) *DescribeHyperParameterTuningJobOutput

SetHyperParameterTuningJobStatus sets the HyperParameterTuningJobStatus field's value.

func (*DescribeHyperParameterTuningJobOutput) SetLastModifiedTime

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeHyperParameterTuningJobOutput) SetObjectiveStatusCounters

func (s *DescribeHyperParameterTuningJobOutput) SetObjectiveStatusCounters(v *ObjectiveStatusCounters) *DescribeHyperParameterTuningJobOutput

SetObjectiveStatusCounters sets the ObjectiveStatusCounters field's value.

func (*DescribeHyperParameterTuningJobOutput) SetTrainingJobDefinition

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

SetTrainingJobDefinition sets the TrainingJobDefinition field's value.

func (*DescribeHyperParameterTuningJobOutput) SetTrainingJobStatusCounters

func (s *DescribeHyperParameterTuningJobOutput) SetTrainingJobStatusCounters(v *TrainingJobStatusCounters) *DescribeHyperParameterTuningJobOutput

SetTrainingJobStatusCounters sets the TrainingJobStatusCounters field's value.

func (DescribeHyperParameterTuningJobOutput) String

func (s DescribeHyperParameterTuningJobOutput) 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 {

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

    // 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 is a required field
    PrimaryContainer *ContainerDefinition `type:"structure" required:"true"`

    // A VpcConfig object that specifies the VPC that this model has access to.
    // For more information, see host-vpc
    VpcConfig *VpcConfig `type:"structure"`
    // contains filtered or unexported fields
}

func (DescribeModelOutput) GoString

func (s DescribeModelOutput) GoString() string

GoString returns the string representation

func (*DescribeModelOutput) SetCreationTime

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

SetCreationTime sets the CreationTime 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

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 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

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

func (s DescribeNotebookInstanceLifecycleConfigInput) GoString() string

GoString returns the string representation

func (*DescribeNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName

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

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (DescribeNotebookInstanceLifecycleConfigInput) String

func (s DescribeNotebookInstanceLifecycleConfigInput) String() string

String returns the string representation

func (*DescribeNotebookInstanceLifecycleConfigInput) Validate

func (s *DescribeNotebookInstanceLifecycleConfigInput) Validate() error

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

type DescribeNotebookInstanceLifecycleConfigOutput

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

func (s DescribeNotebookInstanceLifecycleConfigOutput) GoString() string

GoString returns the string representation

func (*DescribeNotebookInstanceLifecycleConfigOutput) SetCreationTime

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeNotebookInstanceLifecycleConfigOutput) SetLastModifiedTime

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigArn

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

SetNotebookInstanceLifecycleConfigArn sets the NotebookInstanceLifecycleConfigArn field's value.

func (*DescribeNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigName

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

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (*DescribeNotebookInstanceLifecycleConfigOutput) SetOnCreate

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

SetOnCreate sets the OnCreate field's value.

func (*DescribeNotebookInstanceLifecycleConfigOutput) SetOnStart

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

SetOnStart sets the OnStart field's value.

func (DescribeNotebookInstanceLifecycleConfigOutput) String

func (s DescribeNotebookInstanceLifecycleConfigOutput) String() string

String returns the string representation

type DescribeNotebookInstanceOutput

type DescribeNotebookInstanceOutput struct {

    // A timestamp. Use this parameter to return the time when the notebook instance
    // was created
    CreationTime *time.Time `type:"timestamp"`

    // Describes whether Amazon SageMaker provides internet access to the notebook
    // instance. If this value is set to Disabled, he notebook instance does not
    // have internet access, and cannot connect to Amazon SageMaker training and
    // endpoint services.
    //
    // For more information, see appendix-notebook-and-internet-access.
    DirectInternetAccess *string `type:"string" enum:"DirectInternetAccess"`

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

    // The type of ML compute instance running on the notebook instance.
    InstanceType *string `type:"string" enum:"InstanceType"`

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

    // A timestamp. Use this parameter to retrieve the time when the notebook instance
    // was last modified.
    LastModifiedTime *time.Time `type:"timestamp"`

    // Network interface IDs that Amazon SageMaker created at the time of creating
    // the instance.
    NetworkInterfaceId *string `type:"string"`

    // The Amazon Resource Name (ARN) of the notebook instance.
    NotebookInstanceArn *string `type:"string"`

    // Returns the name of a notebook instance lifecycle configuration.
    //
    // For information about notebook instance lifestyle configurations, see notebook-lifecycle-config.
    NotebookInstanceLifecycleConfigName *string `type:"string"`

    // Name of the Amazon SageMaker notebook instance.
    NotebookInstanceName *string `type:"string"`

    // The status of the notebook instance.
    NotebookInstanceStatus *string `type:"string" enum:"NotebookInstanceStatus"`

    // Amazon Resource Name (ARN) of the IAM role associated with the instance.
    RoleArn *string `min:"20" type:"string"`

    // The IDs of the VPC security groups.
    SecurityGroups []*string `type:"list"`

    // The ID of the VPC subnet.
    SubnetId *string `type:"string"`

    // The URL that you use to connect to the Jupyter notebook that is running in
    // your notebook instance.
    Url *string `type:"string"`
    // contains filtered or unexported fields
}

func (DescribeNotebookInstanceOutput) GoString

func (s DescribeNotebookInstanceOutput) GoString() string

GoString returns the string representation

func (*DescribeNotebookInstanceOutput) SetCreationTime

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeNotebookInstanceOutput) SetDirectInternetAccess

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

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

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (*DescribeNotebookInstanceOutput) SetNotebookInstanceName

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

SetNotebookInstanceName sets the NotebookInstanceName field's value.

func (*DescribeNotebookInstanceOutput) SetNotebookInstanceStatus

func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceStatus(v string) *DescribeNotebookInstanceOutput

SetNotebookInstanceStatus sets the NotebookInstanceStatus field's value.

func (*DescribeNotebookInstanceOutput) SetRoleArn

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

SetRoleArn sets the RoleArn field's value.

func (*DescribeNotebookInstanceOutput) SetSecurityGroups

func (s *DescribeNotebookInstanceOutput) SetSecurityGroups(v []*string) *DescribeNotebookInstanceOutput

SetSecurityGroups sets the SecurityGroups field's value.

func (*DescribeNotebookInstanceOutput) SetSubnetId

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

SetSubnetId sets the SubnetId field's value.

func (*DescribeNotebookInstanceOutput) SetUrl

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

SetUrl sets the Url field's value.

func (DescribeNotebookInstanceOutput) String

func (s DescribeNotebookInstanceOutput) String() string

String returns the string representation

type DescribeTrainingJobInput

type DescribeTrainingJobInput struct {

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

func (DescribeTrainingJobInput) GoString

func (s DescribeTrainingJobInput) GoString() string

GoString returns the string representation

func (*DescribeTrainingJobInput) SetTrainingJobName

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

SetTrainingJobName sets the TrainingJobName field's value.

func (DescribeTrainingJobInput) String

func (s DescribeTrainingJobInput) String() string

String returns the string representation

func (*DescribeTrainingJobInput) Validate

func (s *DescribeTrainingJobInput) Validate() error

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

type DescribeTrainingJobOutput

type DescribeTrainingJobOutput struct {

    // Information about the algorithm used for training, and algorithm metadata.
    //
    // AlgorithmSpecification is a required field
    AlgorithmSpecification *AlgorithmSpecification `type:"structure" required:"true"`

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

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

    // Algorithm-specific parameters.
    HyperParameters map[string]*string `type:"map"`

    // An array of Channel objects that describes each data input channel.
    //
    // InputDataConfig is a required field
    InputDataConfig []*Channel `min:"1" type:"list" required:"true"`

    // 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 granular information about the system state. For more information,
    // see TrainingJobStatus.
    //
    //    * Starting - starting the training job.
    //
    //    * Downloading - downloading the input data.
    //
    //    * Training - model training is in progress.
    //
    //    * Uploading - uploading the trained model.
    //
    //    * Stopping - stopping the training job.
    //
    //    * Stopped - the training job has stopped.
    //
    //    * MaxRuntimeExceeded - the training job exceeded the specified max run
    //    time and has been stopped.
    //
    //    * Completed - the training job has completed.
    //
    //    * Failed - the training job has failed. The failure reason is stored in
    //    the FailureReason field of DescribeTrainingJobResponse.
    //
    // The valid values for SecondaryStatus are subject to change. They primarily
    // provide information on the progress of the training job.
    //
    // SecondaryStatus is a required field
    SecondaryStatus *string `type:"string" required:"true" enum:"SecondaryStatus"`

    // To give an overview of the training job lifecycle, SecondaryStatusTransitions
    // is a log of time-ordered secondary statuses that a training job has transitioned.
    SecondaryStatusTransitions []*SecondaryStatusTransition `type:"list"`

    // The condition under which to stop the training job.
    //
    // StoppingCondition is a required field
    StoppingCondition *StoppingCondition `type:"structure" required:"true"`

    // Indicates the time when the training job ends on training instances. You
    // are billed for the time interval between the value of TrainingStartTime and
    // this time. For successful jobs and stopped jobs, this is the time after model
    // artifacts are uploaded. For failed jobs, this is the time when Amazon SageMaker
    // detects a job failure.
    TrainingEndTime *time.Time `type:"timestamp"`

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

    // Name of the model training job.
    //
    // TrainingJobName is a required field
    TrainingJobName *string `min:"1" type:"string" required:"true"`

    // The status of the training job.
    //
    // For the InProgress status, Amazon SageMaker can return these secondary statuses:
    //
    //    * Starting - Preparing for training.
    //
    //    * Downloading - Optional stage for algorithms that support File training
    //    input mode. It indicates data is being downloaded to ML storage volumes.
    //
    //    * Training - Training is in progress.
    //
    //    * Uploading - Training is complete and model upload is in progress.
    //
    // For the Stopped training status, Amazon SageMaker can return these secondary
    // statuses:
    //
    //    * MaxRuntimeExceeded - Job stopped as a result of maximum allowed runtime
    //    exceeded.
    //
    // TrainingJobStatus is a required field
    TrainingJobStatus *string `type:"string" required:"true" enum:"TrainingJobStatus"`

    // Indicates the time when the training job starts on training instances. You
    // are billed for the time interval between this time and the value of TrainingEndTime.
    // The start time in CloudWatch Logs might be later than this time. The difference
    // is due to the time it takes to download the training data and to the size
    // of the training container.
    TrainingStartTime *time.Time `type:"timestamp"`

    // The Amazon Resource Name (ARN) of the associated hyperparameter tuning job
    // if the training job was launched by a hyperparameter tuning job.
    TuningJobArn *string `type:"string"`

    // A VpcConfig object that specifies the VPC that this training job has access
    // to. For more information, see train-vpc.
    VpcConfig *VpcConfig `type:"structure"`
    // contains filtered or unexported fields
}

func (DescribeTrainingJobOutput) GoString

func (s DescribeTrainingJobOutput) GoString() string

GoString returns the string representation

func (*DescribeTrainingJobOutput) SetAlgorithmSpecification

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

SetAlgorithmSpecification sets the AlgorithmSpecification field's value.

func (*DescribeTrainingJobOutput) SetCreationTime

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeTrainingJobOutput) SetFailureReason

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

SetFailureReason sets the FailureReason 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) 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

func (s *DescribeTrainingJobOutput) SetSecondaryStatusTransitions(v []*SecondaryStatusTransition) *DescribeTrainingJobOutput

SetSecondaryStatusTransitions sets the SecondaryStatusTransitions field's value.

func (*DescribeTrainingJobOutput) SetStoppingCondition

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

SetStoppingCondition sets the StoppingCondition field's value.

func (*DescribeTrainingJobOutput) SetTrainingEndTime

func (s *DescribeTrainingJobOutput) SetTrainingEndTime(v time.Time) *DescribeTrainingJobOutput

SetTrainingEndTime sets the TrainingEndTime field's value.

func (*DescribeTrainingJobOutput) SetTrainingJobArn

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

SetTrainingJobArn sets the TrainingJobArn field's value.

func (*DescribeTrainingJobOutput) SetTrainingJobName

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

SetTrainingJobName sets the TrainingJobName field's value.

func (*DescribeTrainingJobOutput) SetTrainingJobStatus

func (s *DescribeTrainingJobOutput) SetTrainingJobStatus(v string) *DescribeTrainingJobOutput

SetTrainingJobStatus sets the TrainingJobStatus field's value.

func (*DescribeTrainingJobOutput) SetTrainingStartTime

func (s *DescribeTrainingJobOutput) SetTrainingStartTime(v time.Time) *DescribeTrainingJobOutput

SetTrainingStartTime sets the TrainingStartTime field's value.

func (*DescribeTrainingJobOutput) SetTuningJobArn

func (s *DescribeTrainingJobOutput) SetTuningJobArn(v string) *DescribeTrainingJobOutput

SetTuningJobArn sets the TuningJobArn field's value.

func (*DescribeTrainingJobOutput) SetVpcConfig

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

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

func (s DescribeTransformJobInput) GoString() string

GoString returns the string representation

func (*DescribeTransformJobInput) SetTransformJobName

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

SetTransformJobName sets the TransformJobName field's value.

func (DescribeTransformJobInput) String

func (s DescribeTransformJobInput) String() string

String returns the string representation

func (*DescribeTransformJobInput) Validate

func (s *DescribeTransformJobInput) Validate() error

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

type DescribeTransformJobOutput

type DescribeTransformJobOutput struct {

    // SingleRecord means only one record was used per a batch. MultiRecord means
    // batches contained as many records that could possibly fit within the MaxPayloadInMB
    // limit.
    BatchStrategy *string `type:"string" enum:"BatchStrategy"`

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

    Environment map[string]*string `type:"map"`

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

    // The maximum number of parallel requests on each instance node that can be
    // launched in a transform job. The default value is 1.
    MaxConcurrentTransforms *int64 `type:"integer"`

    // The maximum payload size , in MB used in the transform job.
    MaxPayloadInMB *int64 `type:"integer"`

    // The name of the model used in the transform job.
    //
    // ModelName is a required field
    ModelName *string `type:"string" required:"true"`

    // Indicates when the transform job is Completed, Stopped, or Failed. You are
    // billed for the time interval between this time and the value of TransformStartTime.
    TransformEndTime *time.Time `type:"timestamp"`

    // Describes the dataset to be transformed and the Amazon S3 location where
    // it is stored.
    //
    // TransformInput is a required field
    TransformInput *TransformInput `type:"structure" required:"true"`

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

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

    // The status of the transform job. If the transform job failed, the reason
    // is returned in the FailureReason field.
    //
    // TransformJobStatus is a required field
    TransformJobStatus *string `type:"string" required:"true" enum:"TransformJobStatus"`

    // Identifies the Amazon S3 location where you want Amazon SageMaker to save
    // the results from the transform job.
    TransformOutput *TransformOutput `type:"structure"`

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

    // Indicates when the transform job starts on ML instances. You are billed for
    // the time interval between this time and the value of TransformEndTime.
    TransformStartTime *time.Time `type:"timestamp"`
    // contains filtered or unexported fields
}

func (DescribeTransformJobOutput) GoString

func (s DescribeTransformJobOutput) GoString() string

GoString returns the string representation

func (*DescribeTransformJobOutput) SetBatchStrategy

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

SetBatchStrategy sets the BatchStrategy field's value.

func (*DescribeTransformJobOutput) SetCreationTime

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeTransformJobOutput) SetEnvironment

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

SetEnvironment sets the Environment field's value.

func (*DescribeTransformJobOutput) SetFailureReason

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

SetFailureReason sets the FailureReason field's value.

func (*DescribeTransformJobOutput) SetMaxConcurrentTransforms

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

SetMaxConcurrentTransforms sets the MaxConcurrentTransforms field's value.

func (*DescribeTransformJobOutput) SetMaxPayloadInMB

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

SetMaxPayloadInMB sets the MaxPayloadInMB field's value.

func (*DescribeTransformJobOutput) SetModelName

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

SetModelName sets the ModelName field's value.

func (*DescribeTransformJobOutput) SetTransformEndTime

func (s *DescribeTransformJobOutput) SetTransformEndTime(v time.Time) *DescribeTransformJobOutput

SetTransformEndTime sets the TransformEndTime field's value.

func (*DescribeTransformJobOutput) SetTransformInput

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

SetTransformInput sets the TransformInput field's value.

func (*DescribeTransformJobOutput) SetTransformJobArn

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

SetTransformJobArn sets the TransformJobArn field's value.

func (*DescribeTransformJobOutput) SetTransformJobName

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

SetTransformJobName sets the TransformJobName field's value.

func (*DescribeTransformJobOutput) SetTransformJobStatus

func (s *DescribeTransformJobOutput) SetTransformJobStatus(v string) *DescribeTransformJobOutput

SetTransformJobStatus sets the TransformJobStatus field's value.

func (*DescribeTransformJobOutput) SetTransformOutput

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

SetTransformOutput sets the TransformOutput field's value.

func (*DescribeTransformJobOutput) SetTransformResources

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

SetTransformResources sets the TransformResources field's value.

func (*DescribeTransformJobOutput) SetTransformStartTime

func (s *DescribeTransformJobOutput) SetTransformStartTime(v time.Time) *DescribeTransformJobOutput

SetTransformStartTime sets the TransformStartTime field's value.

func (DescribeTransformJobOutput) String

func (s DescribeTransformJobOutput) String() string

String returns the string representation

type DesiredWeightAndCapacity

type DesiredWeightAndCapacity struct {

    // The variant's capacity.
    DesiredInstanceCount *int64 `min:"1" type:"integer"`

    // The variant's weight.
    DesiredWeight *float64 `type:"float"`

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

Specifies weight and capacity values for a production variant.

func (DesiredWeightAndCapacity) GoString

func (s DesiredWeightAndCapacity) GoString() string

GoString returns the string representation

func (*DesiredWeightAndCapacity) SetDesiredInstanceCount

func (s *DesiredWeightAndCapacity) SetDesiredInstanceCount(v int64) *DesiredWeightAndCapacity

SetDesiredInstanceCount sets the DesiredInstanceCount field's value.

func (*DesiredWeightAndCapacity) SetDesiredWeight

func (s *DesiredWeightAndCapacity) SetDesiredWeight(v float64) *DesiredWeightAndCapacity

SetDesiredWeight sets the DesiredWeight field's value.

func (*DesiredWeightAndCapacity) SetVariantName

func (s *DesiredWeightAndCapacity) SetVariantName(v string) *DesiredWeightAndCapacity

SetVariantName sets the VariantName field's value.

func (DesiredWeightAndCapacity) String

func (s DesiredWeightAndCapacity) String() string

String returns the string representation

func (*DesiredWeightAndCapacity) Validate

func (s *DesiredWeightAndCapacity) Validate() error

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

type EndpointConfigSummary

type EndpointConfigSummary struct {

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

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

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

Provides summary information for an endpoint configuration.

func (EndpointConfigSummary) GoString

func (s EndpointConfigSummary) GoString() string

GoString returns the string representation

func (*EndpointConfigSummary) SetCreationTime

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

SetCreationTime sets the CreationTime field's value.

func (*EndpointConfigSummary) SetEndpointConfigArn

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

SetEndpointConfigArn sets the EndpointConfigArn field's value.

func (*EndpointConfigSummary) SetEndpointConfigName

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

SetEndpointConfigName sets the EndpointConfigName field's value.

func (EndpointConfigSummary) String

func (s EndpointConfigSummary) String() string

String returns the string representation

type EndpointSummary

type EndpointSummary struct {

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

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

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

    // The status of the endpoint.
    //
    // 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 FinalHyperParameterTuningJobObjectiveMetric

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

func (s FinalHyperParameterTuningJobObjectiveMetric) GoString() string

GoString returns the string representation

func (*FinalHyperParameterTuningJobObjectiveMetric) SetMetricName

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

SetMetricName sets the MetricName field's value.

func (*FinalHyperParameterTuningJobObjectiveMetric) SetType

func (s *FinalHyperParameterTuningJobObjectiveMetric) SetType(v string) *FinalHyperParameterTuningJobObjectiveMetric

SetType sets the Type field's value.

func (*FinalHyperParameterTuningJobObjectiveMetric) SetValue

func (s *FinalHyperParameterTuningJobObjectiveMetric) SetValue(v float64) *FinalHyperParameterTuningJobObjectiveMetric

SetValue sets the Value field's value.

func (FinalHyperParameterTuningJobObjectiveMetric) String

func (s FinalHyperParameterTuningJobObjectiveMetric) String() string

String returns the string representation

type HyperParameterAlgorithmSpecification

type HyperParameterAlgorithmSpecification struct {

    // 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
    // sagemaker-algo-docker-registry-paths.
    //
    // TrainingImage is a required field
    TrainingImage *string `type:"string" required:"true"`

    // The input mode that the algorithm supports: File or Pipe. In File input mode,
    // Amazon SageMaker downloads the training data from Amazon S3 to the storage
    // volume that is attached to the training instance and mounts the directory
    // to the Docker volume for the training container. In Pipe input mode, Amazon
    // SageMaker streams data directly from Amazon S3 to the container.
    //
    // If you specify File mode, make sure that you provision the storage volume
    // that is attached to the training instance with enough capacity to accommodate
    // the training data downloaded from Amazon S3, the model artifacts, and intermediate
    // information.
    //
    // For more information about input modes, see Algorithms (http://docs.aws.amazon.com/sagemaker/latest/dg/algos.html)
    //
    // TrainingInputMode is a required field
    TrainingInputMode *string `type:"string" required:"true" enum:"TrainingInputMode"`
    // contains filtered or unexported fields
}

Specifies which training algorithm to use for training jobs that a hyperparameter tuning job launches and the metrics to monitor.

func (HyperParameterAlgorithmSpecification) GoString

func (s HyperParameterAlgorithmSpecification) GoString() string

GoString returns the string representation

func (*HyperParameterAlgorithmSpecification) SetMetricDefinitions

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

SetMetricDefinitions sets the MetricDefinitions field's value.

func (*HyperParameterAlgorithmSpecification) SetTrainingImage

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

SetTrainingImage sets the TrainingImage field's value.

func (*HyperParameterAlgorithmSpecification) SetTrainingInputMode

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

SetTrainingInputMode sets the TrainingInputMode field's value.

func (HyperParameterAlgorithmSpecification) String

func (s HyperParameterAlgorithmSpecification) String() string

String returns the string representation

func (*HyperParameterAlgorithmSpecification) Validate

func (s *HyperParameterAlgorithmSpecification) Validate() error

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

type HyperParameterTrainingJobDefinition

type HyperParameterTrainingJobDefinition struct {

    // The HyperParameterAlgorithmSpecification object that specifies the algorithm
    // to use for the training jobs that the tuning job launches.
    //
    // AlgorithmSpecification is a required field
    AlgorithmSpecification *HyperParameterAlgorithmSpecification `type:"structure" required:"true"`

    // An array of Channel objects that specify the input for the training jobs
    // that the tuning job launches.
    //
    // InputDataConfig is a required field
    InputDataConfig []*Channel `min:"1" type:"list" required:"true"`

    // Specifies the path to the Amazon S3 bucket where you store model artifacts
    // from the training jobs that the tuning job launches.
    //
    // OutputDataConfig is a required field
    OutputDataConfig *OutputDataConfig `type:"structure" required:"true"`

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

    // The Amazon Resource Name (ARN) of the IAM role associated with the training
    // jobs that the tuning job launches.
    //
    // RoleArn is a required field
    RoleArn *string `min:"20" type:"string" required:"true"`

    // Specifies the values of hyperparameters that do not change for the tuning
    // job.
    StaticHyperParameters map[string]*string `type:"map"`

    // Sets a maximum duration for the training jobs that the tuning job launches.
    // Use this parameter to limit model training costs.
    //
    // To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal. This
    // delays job termination for 120 seconds. Algorithms might use this 120-second
    // window to save the model artifacts.
    //
    // When Amazon SageMaker terminates a job because the stopping condition has
    // been met, training algorithms provided by Amazon SageMaker save the intermediate
    // results of the job.
    //
    // StoppingCondition is a required field
    StoppingCondition *StoppingCondition `type:"structure" required:"true"`

    // The VpcConfig object that specifies the VPC that you want the training jobs
    // that this hyperparameter tuning job launches to connect to. Control access
    // to and from your training container by configuring the VPC. For more information,
    // see train-vpc.
    VpcConfig *VpcConfig `type:"structure"`
    // contains filtered or unexported fields
}

Defines the training jobs launched by a hyperparameter tuning job.

func (HyperParameterTrainingJobDefinition) GoString

func (s HyperParameterTrainingJobDefinition) GoString() string

GoString returns the string representation

func (*HyperParameterTrainingJobDefinition) SetAlgorithmSpecification

func (s *HyperParameterTrainingJobDefinition) SetAlgorithmSpecification(v *HyperParameterAlgorithmSpecification) *HyperParameterTrainingJobDefinition

SetAlgorithmSpecification sets the AlgorithmSpecification field's value.

func (*HyperParameterTrainingJobDefinition) SetInputDataConfig

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

SetInputDataConfig sets the InputDataConfig field's value.

func (*HyperParameterTrainingJobDefinition) SetOutputDataConfig

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

SetOutputDataConfig sets the OutputDataConfig field's value.

func (*HyperParameterTrainingJobDefinition) SetResourceConfig

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

SetResourceConfig sets the ResourceConfig field's value.

func (*HyperParameterTrainingJobDefinition) SetRoleArn

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

SetRoleArn sets the RoleArn field's value.

func (*HyperParameterTrainingJobDefinition) SetStaticHyperParameters

func (s *HyperParameterTrainingJobDefinition) SetStaticHyperParameters(v map[string]*string) *HyperParameterTrainingJobDefinition

SetStaticHyperParameters sets the StaticHyperParameters field's value.

func (*HyperParameterTrainingJobDefinition) SetStoppingCondition

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

SetStoppingCondition sets the StoppingCondition field's value.

func (*HyperParameterTrainingJobDefinition) SetVpcConfig

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

SetVpcConfig sets the VpcConfig field's value.

func (HyperParameterTrainingJobDefinition) String

func (s HyperParameterTrainingJobDefinition) String() string

String returns the string representation

func (*HyperParameterTrainingJobDefinition) Validate

func (s *HyperParameterTrainingJobDefinition) Validate() error

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

type HyperParameterTrainingJobSummary

type HyperParameterTrainingJobSummary struct {

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

    // The reason that the training job failed.
    FailureReason *string `type:"string"`

    // The FinalHyperParameterTuningJobObjectiveMetric object that specifies the
    // value of the objective metric of the tuning job that launched this training
    // job.
    FinalHyperParameterTuningJobObjectiveMetric *FinalHyperParameterTuningJobObjectiveMetric `type:"structure"`

    // The status of the objective metric for the training job:
    //
    //    * Succeeded: The final objective metric for the training job was evaluated
    //    by the hyperparameter tuning job and used in the hyperparameter tuning
    //    process.
    //
    //    * Pending: The training job is in progress and evaluation of its final
    //    objective metric is pending.
    //
    //    * Failed: The final objective metric for the training job was not evaluated,
    //    and was not used in the hyperparameter tuning process. This typically
    //    occurs when the training job failed or did not emit an objective metric.
    ObjectiveStatus *string `type:"string" enum:"ObjectiveStatus"`

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

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

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

    // The status of the training job.
    //
    // TrainingJobStatus is a required field
    TrainingJobStatus *string `type:"string" required:"true" enum:"TrainingJobStatus"`

    // The date and time that the training job started.
    TrainingStartTime *time.Time `type:"timestamp"`

    // A list of the hyperparameters for which you specified ranges to search.
    //
    // TunedHyperParameters is a required field
    TunedHyperParameters map[string]*string `type:"map" required:"true"`
    // contains filtered or unexported fields
}

Specifies summary information about a training job.

func (HyperParameterTrainingJobSummary) GoString

func (s HyperParameterTrainingJobSummary) GoString() string

GoString returns the string representation

func (*HyperParameterTrainingJobSummary) SetCreationTime

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

SetCreationTime sets the CreationTime field's value.

func (*HyperParameterTrainingJobSummary) SetFailureReason

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

SetFailureReason sets the FailureReason field's value.

func (*HyperParameterTrainingJobSummary) SetFinalHyperParameterTuningJobObjectiveMetric

func (s *HyperParameterTrainingJobSummary) SetFinalHyperParameterTuningJobObjectiveMetric(v *FinalHyperParameterTuningJobObjectiveMetric) *HyperParameterTrainingJobSummary

SetFinalHyperParameterTuningJobObjectiveMetric sets the FinalHyperParameterTuningJobObjectiveMetric field's value.

func (*HyperParameterTrainingJobSummary) SetObjectiveStatus

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

SetObjectiveStatus sets the ObjectiveStatus field's value.

func (*HyperParameterTrainingJobSummary) SetTrainingEndTime

func (s *HyperParameterTrainingJobSummary) SetTrainingEndTime(v time.Time) *HyperParameterTrainingJobSummary

SetTrainingEndTime sets the TrainingEndTime field's value.

func (*HyperParameterTrainingJobSummary) SetTrainingJobArn

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

SetTrainingJobArn sets the TrainingJobArn field's value.

func (*HyperParameterTrainingJobSummary) SetTrainingJobName

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

SetTrainingJobName sets the TrainingJobName field's value.

func (*HyperParameterTrainingJobSummary) SetTrainingJobStatus

func (s *HyperParameterTrainingJobSummary) SetTrainingJobStatus(v string) *HyperParameterTrainingJobSummary

SetTrainingJobStatus sets the TrainingJobStatus field's value.

func (*HyperParameterTrainingJobSummary) SetTrainingStartTime

func (s *HyperParameterTrainingJobSummary) SetTrainingStartTime(v time.Time) *HyperParameterTrainingJobSummary

SetTrainingStartTime sets the TrainingStartTime field's value.

func (*HyperParameterTrainingJobSummary) SetTunedHyperParameters

func (s *HyperParameterTrainingJobSummary) SetTunedHyperParameters(v map[string]*string) *HyperParameterTrainingJobSummary

SetTunedHyperParameters sets the TunedHyperParameters field's value.

func (HyperParameterTrainingJobSummary) String

func (s HyperParameterTrainingJobSummary) String() string

String returns the string representation

type HyperParameterTuningJobConfig

type HyperParameterTuningJobConfig struct {

    // The HyperParameterTuningJobObjective object that specifies the objective
    // metric for this tuning job.
    //
    // HyperParameterTuningJobObjective is a required field
    HyperParameterTuningJobObjective *HyperParameterTuningJobObjective `type:"structure" required:"true"`

    // The ParameterRanges object that specifies the ranges of hyperparameters that
    // this tuning job searches.
    //
    // ParameterRanges is a required field
    ParameterRanges *ParameterRanges `type:"structure" required:"true"`

    // The ResourceLimits object that specifies the maximum number of training jobs
    // and parallel training jobs for this tuning job.
    //
    // ResourceLimits is a required field
    ResourceLimits *ResourceLimits `type:"structure" required:"true"`

    // Specifies the search strategy for hyperparameters. Currently, the only valid
    // value is Bayesian.
    //
    // Strategy is a required field
    Strategy *string `type:"string" required:"true" enum:"HyperParameterTuningJobStrategyType"`
    // contains filtered or unexported fields
}

Configures a hyperparameter tuning job.

func (HyperParameterTuningJobConfig) GoString

func (s HyperParameterTuningJobConfig) GoString() string

GoString returns the string representation

func (*HyperParameterTuningJobConfig) SetHyperParameterTuningJobObjective

func (s *HyperParameterTuningJobConfig) SetHyperParameterTuningJobObjective(v *HyperParameterTuningJobObjective) *HyperParameterTuningJobConfig

SetHyperParameterTuningJobObjective sets the HyperParameterTuningJobObjective field's value.

func (*HyperParameterTuningJobConfig) SetParameterRanges

func (s *HyperParameterTuningJobConfig) SetParameterRanges(v *ParameterRanges) *HyperParameterTuningJobConfig

SetParameterRanges sets the ParameterRanges field's value.

func (*HyperParameterTuningJobConfig) SetResourceLimits

func (s *HyperParameterTuningJobConfig) SetResourceLimits(v *ResourceLimits) *HyperParameterTuningJobConfig

SetResourceLimits sets the ResourceLimits field's value.

func (*HyperParameterTuningJobConfig) SetStrategy

func (s *HyperParameterTuningJobConfig) SetStrategy(v string) *HyperParameterTuningJobConfig

SetStrategy sets the Strategy field's value.

func (HyperParameterTuningJobConfig) String

func (s HyperParameterTuningJobConfig) String() string

String returns the string representation

func (*HyperParameterTuningJobConfig) Validate

func (s *HyperParameterTuningJobConfig) Validate() error

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

type HyperParameterTuningJobObjective

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

func (s HyperParameterTuningJobObjective) GoString() string

GoString returns the string representation

func (*HyperParameterTuningJobObjective) SetMetricName

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

SetMetricName sets the MetricName field's value.

func (*HyperParameterTuningJobObjective) SetType

func (s *HyperParameterTuningJobObjective) SetType(v string) *HyperParameterTuningJobObjective

SetType sets the Type field's value.

func (HyperParameterTuningJobObjective) String

func (s HyperParameterTuningJobObjective) String() string

String returns the string representation

func (*HyperParameterTuningJobObjective) Validate

func (s *HyperParameterTuningJobObjective) Validate() error

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

type HyperParameterTuningJobSummary

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

func (s HyperParameterTuningJobSummary) GoString() string

GoString returns the string representation

func (*HyperParameterTuningJobSummary) SetCreationTime

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

SetCreationTime sets the CreationTime field's value.

func (*HyperParameterTuningJobSummary) SetHyperParameterTuningEndTime

func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningEndTime(v time.Time) *HyperParameterTuningJobSummary

SetHyperParameterTuningEndTime sets the HyperParameterTuningEndTime field's value.

func (*HyperParameterTuningJobSummary) SetHyperParameterTuningJobArn

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

SetHyperParameterTuningJobArn sets the HyperParameterTuningJobArn field's value.

func (*HyperParameterTuningJobSummary) SetHyperParameterTuningJobName

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

SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.

func (*HyperParameterTuningJobSummary) SetHyperParameterTuningJobStatus

func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningJobStatus(v string) *HyperParameterTuningJobSummary

SetHyperParameterTuningJobStatus sets the HyperParameterTuningJobStatus field's value.

func (*HyperParameterTuningJobSummary) SetLastModifiedTime

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*HyperParameterTuningJobSummary) SetObjectiveStatusCounters

func (s *HyperParameterTuningJobSummary) SetObjectiveStatusCounters(v *ObjectiveStatusCounters) *HyperParameterTuningJobSummary

SetObjectiveStatusCounters sets the ObjectiveStatusCounters field's value.

func (*HyperParameterTuningJobSummary) SetResourceLimits

func (s *HyperParameterTuningJobSummary) SetResourceLimits(v *ResourceLimits) *HyperParameterTuningJobSummary

SetResourceLimits sets the ResourceLimits field's value.

func (*HyperParameterTuningJobSummary) SetStrategy

func (s *HyperParameterTuningJobSummary) SetStrategy(v string) *HyperParameterTuningJobSummary

SetStrategy sets the Strategy field's value.

func (*HyperParameterTuningJobSummary) SetTrainingJobStatusCounters

func (s *HyperParameterTuningJobSummary) SetTrainingJobStatusCounters(v *TrainingJobStatusCounters) *HyperParameterTuningJobSummary

SetTrainingJobStatusCounters sets the TrainingJobStatusCounters field's value.

func (HyperParameterTuningJobSummary) String

func (s HyperParameterTuningJobSummary) String() string

String returns the string representation

type IntegerParameterRange

type IntegerParameterRange struct {

    // The maximum value of the hyperparameter to search.
    //
    // MaxValue is a required field
    MaxValue *string `type:"string" required:"true"`

    // The minimum value of the hyperparameter to search.
    //
    // MinValue is a required field
    MinValue *string `type:"string" required:"true"`

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

For a hyperparameter of the integer type, specifies the range that a hyperparameter tuning job searches.

func (IntegerParameterRange) GoString

func (s IntegerParameterRange) GoString() string

GoString returns the string representation

func (*IntegerParameterRange) SetMaxValue

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

SetMaxValue sets the MaxValue field's value.

func (*IntegerParameterRange) SetMinValue

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

SetMinValue sets the MinValue field's value.

func (*IntegerParameterRange) SetName

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

SetName sets the Name field's value.

func (IntegerParameterRange) String

func (s IntegerParameterRange) String() string

String returns the string representation

func (*IntegerParameterRange) Validate

func (s *IntegerParameterRange) Validate() error

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

type ListEndpointConfigsInput

type ListEndpointConfigsInput struct {

    // A filter that returns only endpoint configurations created after the specified
    // time (timestamp).
    CreationTimeAfter *time.Time `type:"timestamp"`

    // A filter that returns only endpoint configurations created before the specified
    // time (timestamp).
    CreationTimeBefore *time.Time `type:"timestamp"`

    // The maximum number of training jobs to return in the response.
    MaxResults *int64 `min:"1" type:"integer"`

    // A string in the endpoint configuration name. This filter returns only endpoint
    // configurations whose name contains the specified string.
    NameContains *string `type:"string"`

    // If the result of the previous ListEndpointConfig request was truncated, the
    // response includes a NextToken. To retrieve the next set of endpoint configurations,
    // use the token in the next request.
    NextToken *string `type:"string"`

    // The field to sort results by. The default is CreationTime.
    SortBy *string `type:"string" enum:"EndpointConfigSortKey"`

    // The sort order for results. The default is Ascending.
    SortOrder *string `type:"string" enum:"OrderKey"`
    // contains filtered or unexported fields
}

func (ListEndpointConfigsInput) GoString

func (s ListEndpointConfigsInput) GoString() string

GoString returns the string representation

func (*ListEndpointConfigsInput) SetCreationTimeAfter

func (s *ListEndpointConfigsInput) SetCreationTimeAfter(v time.Time) *ListEndpointConfigsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListEndpointConfigsInput) SetCreationTimeBefore

func (s *ListEndpointConfigsInput) SetCreationTimeBefore(v time.Time) *ListEndpointConfigsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListEndpointConfigsInput) SetMaxResults

func (s *ListEndpointConfigsInput) SetMaxResults(v int64) *ListEndpointConfigsInput

SetMaxResults sets the MaxResults field's value.

func (*ListEndpointConfigsInput) SetNameContains

func (s *ListEndpointConfigsInput) SetNameContains(v string) *ListEndpointConfigsInput

SetNameContains sets the NameContains field's value.

func (*ListEndpointConfigsInput) SetNextToken

func (s *ListEndpointConfigsInput) SetNextToken(v string) *ListEndpointConfigsInput

SetNextToken sets the NextToken field's value.

func (*ListEndpointConfigsInput) SetSortBy

func (s *ListEndpointConfigsInput) SetSortBy(v string) *ListEndpointConfigsInput

SetSortBy sets the SortBy field's value.

func (*ListEndpointConfigsInput) SetSortOrder

func (s *ListEndpointConfigsInput) SetSortOrder(v string) *ListEndpointConfigsInput

SetSortOrder sets the SortOrder field's value.

func (ListEndpointConfigsInput) String

func (s ListEndpointConfigsInput) String() string

String returns the string representation

func (*ListEndpointConfigsInput) Validate

func (s *ListEndpointConfigsInput) Validate() error

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

type ListEndpointConfigsOutput

type ListEndpointConfigsOutput struct {

    // An array of endpoint configurations.
    //
    // EndpointConfigs is a required field
    EndpointConfigs []*EndpointConfigSummary `type:"list" required:"true"`

    // If the response is truncated, Amazon SageMaker returns this token. To retrieve
    // the next set of endpoint configurations, use it in the subsequent request
    NextToken *string `type:"string"`
    // contains filtered or unexported fields
}

func (ListEndpointConfigsOutput) GoString

func (s ListEndpointConfigsOutput) GoString() string

GoString returns the string representation

func (*ListEndpointConfigsOutput) SetEndpointConfigs

func (s *ListEndpointConfigsOutput) SetEndpointConfigs(v []*EndpointConfigSummary) *ListEndpointConfigsOutput

SetEndpointConfigs sets the EndpointConfigs field's value.

func (*ListEndpointConfigsOutput) SetNextToken

func (s *ListEndpointConfigsOutput) SetNextToken(v string) *ListEndpointConfigsOutput

SetNextToken sets the NextToken field's value.

func (ListEndpointConfigsOutput) String

func (s ListEndpointConfigsOutput) String() string

String returns the string representation

type ListEndpointsInput

type ListEndpointsInput struct {

    // A filter that returns only endpoints that were created after the specified
    // time (timestamp).
    CreationTimeAfter *time.Time `type:"timestamp"`

    // A filter that returns only endpoints that were created before the specified
    // time (timestamp).
    CreationTimeBefore *time.Time `type:"timestamp"`

    // A filter that returns only endpoints that were modified after the specified
    // timestamp.
    LastModifiedTimeAfter *time.Time `type:"timestamp"`

    // A filter that returns only endpoints that were modified before the specified
    // timestamp.
    LastModifiedTimeBefore *time.Time `type:"timestamp"`

    // The maximum number of endpoints to return in the response.
    MaxResults *int64 `min:"1" type:"integer"`

    // A string in endpoint names. This filter returns only endpoints whose name
    // contains the specified string.
    NameContains *string `type:"string"`

    // If the result of a ListEndpoints request was truncated, the response includes
    // a NextToken. To retrieve the next set of endpoints, use the token in the
    // next request.
    NextToken *string `type:"string"`

    // Sorts the list of results. The default is CreationTime.
    SortBy *string `type:"string" enum:"EndpointSortKey"`

    // The sort order for results. The default is Ascending.
    SortOrder *string `type:"string" enum:"OrderKey"`

    // A filter that returns only endpoints with the specified status.
    StatusEquals *string `type:"string" enum:"EndpointStatus"`
    // contains filtered or unexported fields
}

func (ListEndpointsInput) GoString

func (s ListEndpointsInput) GoString() string

GoString returns the string representation

func (*ListEndpointsInput) SetCreationTimeAfter

func (s *ListEndpointsInput) SetCreationTimeAfter(v time.Time) *ListEndpointsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListEndpointsInput) SetCreationTimeBefore

func (s *ListEndpointsInput) SetCreationTimeBefore(v time.Time) *ListEndpointsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListEndpointsInput) SetLastModifiedTimeAfter

func (s *ListEndpointsInput) SetLastModifiedTimeAfter(v time.Time) *ListEndpointsInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListEndpointsInput) SetLastModifiedTimeBefore

func (s *ListEndpointsInput) SetLastModifiedTimeBefore(v time.Time) *ListEndpointsInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListEndpointsInput) SetMaxResults

func (s *ListEndpointsInput) SetMaxResults(v int64) *ListEndpointsInput

SetMaxResults sets the MaxResults field's value.

func (*ListEndpointsInput) SetNameContains

func (s *ListEndpointsInput) SetNameContains(v string) *ListEndpointsInput

SetNameContains sets the NameContains field's value.

func (*ListEndpointsInput) SetNextToken

func (s *ListEndpointsInput) SetNextToken(v string) *ListEndpointsInput

SetNextToken sets the NextToken field's value.

func (*ListEndpointsInput) SetSortBy

func (s *ListEndpointsInput) SetSortBy(v string) *ListEndpointsInput

SetSortBy sets the SortBy field's value.

func (*ListEndpointsInput) SetSortOrder

func (s *ListEndpointsInput) SetSortOrder(v string) *ListEndpointsInput

SetSortOrder sets the SortOrder field's value.

func (*ListEndpointsInput) SetStatusEquals

func (s *ListEndpointsInput) SetStatusEquals(v string) *ListEndpointsInput

SetStatusEquals sets the StatusEquals field's value.

func (ListEndpointsInput) String

func (s ListEndpointsInput) String() string

String returns the string representation

func (*ListEndpointsInput) Validate

func (s *ListEndpointsInput) Validate() error

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

type ListEndpointsOutput

type ListEndpointsOutput struct {

    // An array or endpoint objects.
    //
    // Endpoints is a required field
    Endpoints []*EndpointSummary `type:"list" required:"true"`

    // If the response is truncated, Amazon SageMaker returns this token. To retrieve
    // the next set of training jobs, use it in the subsequent request.
    NextToken *string `type:"string"`
    // contains filtered or unexported fields
}

func (ListEndpointsOutput) GoString

func (s ListEndpointsOutput) GoString() string

GoString returns the string representation

func (*ListEndpointsOutput) SetEndpoints

func (s *ListEndpointsOutput) SetEndpoints(v []*EndpointSummary) *ListEndpointsOutput

SetEndpoints sets the Endpoints field's value.

func (*ListEndpointsOutput) SetNextToken

func (s *ListEndpointsOutput) SetNextToken(v string) *ListEndpointsOutput

SetNextToken sets the NextToken field's value.

func (ListEndpointsOutput) String

func (s ListEndpointsOutput) String() string

String returns the string representation

type ListHyperParameterTuningJobsInput

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

func (s ListHyperParameterTuningJobsInput) GoString() string

GoString returns the string representation

func (*ListHyperParameterTuningJobsInput) SetCreationTimeAfter

func (s *ListHyperParameterTuningJobsInput) SetCreationTimeAfter(v time.Time) *ListHyperParameterTuningJobsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListHyperParameterTuningJobsInput) SetCreationTimeBefore

func (s *ListHyperParameterTuningJobsInput) SetCreationTimeBefore(v time.Time) *ListHyperParameterTuningJobsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListHyperParameterTuningJobsInput) SetLastModifiedTimeAfter

func (s *ListHyperParameterTuningJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListHyperParameterTuningJobsInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListHyperParameterTuningJobsInput) SetLastModifiedTimeBefore

func (s *ListHyperParameterTuningJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListHyperParameterTuningJobsInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListHyperParameterTuningJobsInput) SetMaxResults

func (s *ListHyperParameterTuningJobsInput) SetMaxResults(v int64) *ListHyperParameterTuningJobsInput

SetMaxResults sets the MaxResults field's value.

func (*ListHyperParameterTuningJobsInput) SetNameContains

func (s *ListHyperParameterTuningJobsInput) SetNameContains(v string) *ListHyperParameterTuningJobsInput

SetNameContains sets the NameContains field's value.

func (*ListHyperParameterTuningJobsInput) SetNextToken

func (s *ListHyperParameterTuningJobsInput) SetNextToken(v string) *ListHyperParameterTuningJobsInput

SetNextToken sets the NextToken field's value.

func (*ListHyperParameterTuningJobsInput) SetSortBy

func (s *ListHyperParameterTuningJobsInput) SetSortBy(v string) *ListHyperParameterTuningJobsInput

SetSortBy sets the SortBy field's value.

func (*ListHyperParameterTuningJobsInput) SetSortOrder

func (s *ListHyperParameterTuningJobsInput) SetSortOrder(v string) *ListHyperParameterTuningJobsInput

SetSortOrder sets the SortOrder field's value.

func (*ListHyperParameterTuningJobsInput) SetStatusEquals

func (s *ListHyperParameterTuningJobsInput) SetStatusEquals(v string) *ListHyperParameterTuningJobsInput

SetStatusEquals sets the StatusEquals field's value.

func (ListHyperParameterTuningJobsInput) String

func (s ListHyperParameterTuningJobsInput) String() string

String returns the string representation

func (*ListHyperParameterTuningJobsInput) Validate

func (s *ListHyperParameterTuningJobsInput) Validate() error

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

type ListHyperParameterTuningJobsOutput

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

func (s ListHyperParameterTuningJobsOutput) GoString() string

GoString returns the string representation

func (*ListHyperParameterTuningJobsOutput) SetHyperParameterTuningJobSummaries

func (s *ListHyperParameterTuningJobsOutput) SetHyperParameterTuningJobSummaries(v []*HyperParameterTuningJobSummary) *ListHyperParameterTuningJobsOutput

SetHyperParameterTuningJobSummaries sets the HyperParameterTuningJobSummaries field's value.

func (*ListHyperParameterTuningJobsOutput) SetNextToken

func (s *ListHyperParameterTuningJobsOutput) SetNextToken(v string) *ListHyperParameterTuningJobsOutput

SetNextToken sets the NextToken field's value.

func (ListHyperParameterTuningJobsOutput) String

func (s ListHyperParameterTuningJobsOutput) String() string

String returns the string representation

type ListModelsInput

type ListModelsInput struct {

    // A filter that returns only models created after the specified time (timestamp).
    CreationTimeAfter *time.Time `type:"timestamp"`

    // A filter that returns only models created before the specified time (timestamp).
    CreationTimeBefore *time.Time `type:"timestamp"`

    // The maximum number of models to return in the response.
    MaxResults *int64 `min:"1" type:"integer"`

    // A string in the training job name. This filter returns only models in the
    // training job whose name contains the specified string.
    NameContains *string `type:"string"`

    // If the response to a previous ListModels request was truncated, the response
    // includes a NextToken. To retrieve the next set of models, use the token in
    // the next request.
    NextToken *string `type:"string"`

    // Sorts the list of results. The default is CreationTime.
    SortBy *string `type:"string" enum:"ModelSortKey"`

    // The sort order for results. The default is Ascending.
    SortOrder *string `type:"string" enum:"OrderKey"`
    // contains filtered or unexported fields
}

func (ListModelsInput) GoString

func (s ListModelsInput) GoString() string

GoString returns the string representation

func (*ListModelsInput) SetCreationTimeAfter

func (s *ListModelsInput) SetCreationTimeAfter(v time.Time) *ListModelsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListModelsInput) SetCreationTimeBefore

func (s *ListModelsInput) SetCreationTimeBefore(v time.Time) *ListModelsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListModelsInput) SetMaxResults

func (s *ListModelsInput) SetMaxResults(v int64) *ListModelsInput

SetMaxResults sets the MaxResults field's value.

func (*ListModelsInput) SetNameContains

func (s *ListModelsInput) SetNameContains(v string) *ListModelsInput

SetNameContains sets the NameContains field's value.

func (*ListModelsInput) SetNextToken

func (s *ListModelsInput) SetNextToken(v string) *ListModelsInput

SetNextToken sets the NextToken field's value.

func (*ListModelsInput) SetSortBy

func (s *ListModelsInput) SetSortBy(v string) *ListModelsInput

SetSortBy sets the SortBy field's value.

func (*ListModelsInput) SetSortOrder

func (s *ListModelsInput) SetSortOrder(v string) *ListModelsInput

SetSortOrder sets the SortOrder field's value.

func (ListModelsInput) String

func (s ListModelsInput) String() string

String returns the string representation

func (*ListModelsInput) Validate

func (s *ListModelsInput) Validate() error

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

type ListModelsOutput

type ListModelsOutput struct {

    // An array of ModelSummary objects, each of which lists a model.
    //
    // Models is a required field
    Models []*ModelSummary `type:"list" required:"true"`

    // If the response is truncated, Amazon SageMaker returns this token. To retrieve
    // the next set of models, use it in the subsequent request.
    NextToken *string `type:"string"`
    // contains filtered or unexported fields
}

func (ListModelsOutput) GoString

func (s ListModelsOutput) GoString() string

GoString returns the string representation

func (*ListModelsOutput) SetModels

func (s *ListModelsOutput) SetModels(v []*ModelSummary) *ListModelsOutput

SetModels sets the Models field's value.

func (*ListModelsOutput) SetNextToken

func (s *ListModelsOutput) SetNextToken(v string) *ListModelsOutput

SetNextToken sets the NextToken field's value.

func (ListModelsOutput) String

func (s ListModelsOutput) String() string

String returns the string representation

type ListNotebookInstanceLifecycleConfigsInput

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

func (s ListNotebookInstanceLifecycleConfigsInput) GoString() string

GoString returns the string representation

func (*ListNotebookInstanceLifecycleConfigsInput) SetCreationTimeAfter

func (s *ListNotebookInstanceLifecycleConfigsInput) SetCreationTimeAfter(v time.Time) *ListNotebookInstanceLifecycleConfigsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetCreationTimeBefore

func (s *ListNotebookInstanceLifecycleConfigsInput) SetCreationTimeBefore(v time.Time) *ListNotebookInstanceLifecycleConfigsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetLastModifiedTimeAfter

func (s *ListNotebookInstanceLifecycleConfigsInput) SetLastModifiedTimeAfter(v time.Time) *ListNotebookInstanceLifecycleConfigsInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetLastModifiedTimeBefore

func (s *ListNotebookInstanceLifecycleConfigsInput) SetLastModifiedTimeBefore(v time.Time) *ListNotebookInstanceLifecycleConfigsInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetMaxResults

func (s *ListNotebookInstanceLifecycleConfigsInput) SetMaxResults(v int64) *ListNotebookInstanceLifecycleConfigsInput

SetMaxResults sets the MaxResults field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetNameContains

func (s *ListNotebookInstanceLifecycleConfigsInput) SetNameContains(v string) *ListNotebookInstanceLifecycleConfigsInput

SetNameContains sets the NameContains field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetNextToken

func (s *ListNotebookInstanceLifecycleConfigsInput) SetNextToken(v string) *ListNotebookInstanceLifecycleConfigsInput

SetNextToken sets the NextToken field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetSortBy

func (s *ListNotebookInstanceLifecycleConfigsInput) SetSortBy(v string) *ListNotebookInstanceLifecycleConfigsInput

SetSortBy sets the SortBy field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetSortOrder

func (s *ListNotebookInstanceLifecycleConfigsInput) SetSortOrder(v string) *ListNotebookInstanceLifecycleConfigsInput

SetSortOrder sets the SortOrder field's value.

func (ListNotebookInstanceLifecycleConfigsInput) String

func (s ListNotebookInstanceLifecycleConfigsInput) String() string

String returns the string representation

func (*ListNotebookInstanceLifecycleConfigsInput) Validate

func (s *ListNotebookInstanceLifecycleConfigsInput) Validate() error

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

type ListNotebookInstanceLifecycleConfigsOutput

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

func (s ListNotebookInstanceLifecycleConfigsOutput) GoString() string

GoString returns the string representation

func (*ListNotebookInstanceLifecycleConfigsOutput) SetNextToken

func (s *ListNotebookInstanceLifecycleConfigsOutput) SetNextToken(v string) *ListNotebookInstanceLifecycleConfigsOutput

SetNextToken sets the NextToken field's value.

func (*ListNotebookInstanceLifecycleConfigsOutput) SetNotebookInstanceLifecycleConfigs

func (s *ListNotebookInstanceLifecycleConfigsOutput) SetNotebookInstanceLifecycleConfigs(v []*NotebookInstanceLifecycleConfigSummary) *ListNotebookInstanceLifecycleConfigsOutput

SetNotebookInstanceLifecycleConfigs sets the NotebookInstanceLifecycleConfigs field's value.

func (ListNotebookInstanceLifecycleConfigsOutput) String

func (s ListNotebookInstanceLifecycleConfigsOutput) String() string

String returns the string representation

type ListNotebookInstancesInput

type ListNotebookInstancesInput struct {

    // 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 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) 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) 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

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 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

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

func (s ListTrainingJobsForHyperParameterTuningJobInput) GoString() string

GoString returns the string representation

func (*ListTrainingJobsForHyperParameterTuningJobInput) SetHyperParameterTuningJobName

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

SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.

func (*ListTrainingJobsForHyperParameterTuningJobInput) SetMaxResults

func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetMaxResults(v int64) *ListTrainingJobsForHyperParameterTuningJobInput

SetMaxResults sets the MaxResults field's value.

func (*ListTrainingJobsForHyperParameterTuningJobInput) SetNextToken

func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetNextToken(v string) *ListTrainingJobsForHyperParameterTuningJobInput

SetNextToken sets the NextToken field's value.

func (*ListTrainingJobsForHyperParameterTuningJobInput) SetSortBy

func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetSortBy(v string) *ListTrainingJobsForHyperParameterTuningJobInput

SetSortBy sets the SortBy field's value.

func (*ListTrainingJobsForHyperParameterTuningJobInput) SetSortOrder

func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetSortOrder(v string) *ListTrainingJobsForHyperParameterTuningJobInput

SetSortOrder sets the SortOrder field's value.

func (*ListTrainingJobsForHyperParameterTuningJobInput) SetStatusEquals

func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetStatusEquals(v string) *ListTrainingJobsForHyperParameterTuningJobInput

SetStatusEquals sets the StatusEquals field's value.

func (ListTrainingJobsForHyperParameterTuningJobInput) String

func (s ListTrainingJobsForHyperParameterTuningJobInput) String() string

String returns the string representation

func (*ListTrainingJobsForHyperParameterTuningJobInput) Validate

func (s *ListTrainingJobsForHyperParameterTuningJobInput) Validate() error

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

type ListTrainingJobsForHyperParameterTuningJobOutput

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

func (s ListTrainingJobsForHyperParameterTuningJobOutput) GoString() string

GoString returns the string representation

func (*ListTrainingJobsForHyperParameterTuningJobOutput) SetNextToken

func (s *ListTrainingJobsForHyperParameterTuningJobOutput) SetNextToken(v string) *ListTrainingJobsForHyperParameterTuningJobOutput

SetNextToken sets the NextToken field's value.

func (*ListTrainingJobsForHyperParameterTuningJobOutput) SetTrainingJobSummaries

func (s *ListTrainingJobsForHyperParameterTuningJobOutput) SetTrainingJobSummaries(v []*HyperParameterTrainingJobSummary) *ListTrainingJobsForHyperParameterTuningJobOutput

SetTrainingJobSummaries sets the TrainingJobSummaries field's value.

func (ListTrainingJobsForHyperParameterTuningJobOutput) String

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

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

func (s ListTransformJobsInput) GoString() string

GoString returns the string representation

func (*ListTransformJobsInput) SetCreationTimeAfter

func (s *ListTransformJobsInput) SetCreationTimeAfter(v time.Time) *ListTransformJobsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListTransformJobsInput) SetCreationTimeBefore

func (s *ListTransformJobsInput) SetCreationTimeBefore(v time.Time) *ListTransformJobsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListTransformJobsInput) SetLastModifiedTimeAfter

func (s *ListTransformJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListTransformJobsInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListTransformJobsInput) SetLastModifiedTimeBefore

func (s *ListTransformJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListTransformJobsInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListTransformJobsInput) SetMaxResults

func (s *ListTransformJobsInput) SetMaxResults(v int64) *ListTransformJobsInput

SetMaxResults sets the MaxResults field's value.

func (*ListTransformJobsInput) SetNameContains

func (s *ListTransformJobsInput) SetNameContains(v string) *ListTransformJobsInput

SetNameContains sets the NameContains field's value.

func (*ListTransformJobsInput) SetNextToken

func (s *ListTransformJobsInput) SetNextToken(v string) *ListTransformJobsInput

SetNextToken sets the NextToken field's value.

func (*ListTransformJobsInput) SetSortBy

func (s *ListTransformJobsInput) SetSortBy(v string) *ListTransformJobsInput

SetSortBy sets the SortBy field's value.

func (*ListTransformJobsInput) SetSortOrder

func (s *ListTransformJobsInput) SetSortOrder(v string) *ListTransformJobsInput

SetSortOrder sets the SortOrder field's value.

func (*ListTransformJobsInput) SetStatusEquals

func (s *ListTransformJobsInput) SetStatusEquals(v string) *ListTransformJobsInput

SetStatusEquals sets the StatusEquals field's value.

func (ListTransformJobsInput) String

func (s ListTransformJobsInput) String() string

String returns the string representation

func (*ListTransformJobsInput) Validate

func (s *ListTransformJobsInput) Validate() error

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

type ListTransformJobsOutput

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

func (s ListTransformJobsOutput) GoString() string

GoString returns the string representation

func (*ListTransformJobsOutput) SetNextToken

func (s *ListTransformJobsOutput) SetNextToken(v string) *ListTransformJobsOutput

SetNextToken sets the NextToken field's value.

func (*ListTransformJobsOutput) SetTransformJobSummaries

func (s *ListTransformJobsOutput) SetTransformJobSummaries(v []*TransformJobSummary) *ListTransformJobsOutput

SetTransformJobSummaries sets the TransformJobSummaries field's value.

func (ListTransformJobsOutput) String

func (s ListTransformJobsOutput) String() string

String returns the string representation

type MetricDefinition

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 automatic-model-tuning-define-metrics.
    //
    // 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 SageMakerHyperparamter 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

func (s MetricDefinition) GoString() string

GoString returns the string representation

func (*MetricDefinition) SetName

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

SetName sets the Name field's value.

func (*MetricDefinition) SetRegex

func (s *MetricDefinition) SetRegex(v string) *MetricDefinition

SetRegex sets the Regex field's value.

func (MetricDefinition) String

func (s MetricDefinition) String() string

String returns the string representation

func (*MetricDefinition) Validate

func (s *MetricDefinition) Validate() error

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

type ModelArtifacts

type ModelArtifacts struct {

    // The path of the S3 object that contains the model artifacts. For example,
    // s3://bucket-name/keynameprefix/model.tar.gz.
    //
    // S3ModelArtifacts is a required field
    S3ModelArtifacts *string `type:"string" required:"true"`
    // contains filtered or unexported fields
}

Provides information about the location that is configured for storing model artifacts.

func (ModelArtifacts) GoString

func (s ModelArtifacts) GoString() string

GoString returns the string representation

func (*ModelArtifacts) SetS3ModelArtifacts

func (s *ModelArtifacts) SetS3ModelArtifacts(v string) *ModelArtifacts

SetS3ModelArtifacts sets the S3ModelArtifacts field's value.

func (ModelArtifacts) String

func (s ModelArtifacts) String() string

String returns the string representation

type 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 NotebookInstanceLifecycleConfigSummary

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

func (s NotebookInstanceLifecycleConfigSummary) GoString() string

GoString returns the string representation

func (*NotebookInstanceLifecycleConfigSummary) SetCreationTime

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

SetCreationTime sets the CreationTime field's value.

func (*NotebookInstanceLifecycleConfigSummary) SetLastModifiedTime

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*NotebookInstanceLifecycleConfigSummary) SetNotebookInstanceLifecycleConfigArn

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

SetNotebookInstanceLifecycleConfigArn sets the NotebookInstanceLifecycleConfigArn field's value.

func (*NotebookInstanceLifecycleConfigSummary) SetNotebookInstanceLifecycleConfigName

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

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (NotebookInstanceLifecycleConfigSummary) String

func (s NotebookInstanceLifecycleConfigSummary) String() string

String returns the string representation

type NotebookInstanceLifecycleHook

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 notebook-lifecycle-config.

func (NotebookInstanceLifecycleHook) GoString

func (s NotebookInstanceLifecycleHook) GoString() string

GoString returns the string representation

func (*NotebookInstanceLifecycleHook) SetContent

func (s *NotebookInstanceLifecycleHook) SetContent(v string) *NotebookInstanceLifecycleHook

SetContent sets the Content field's value.

func (NotebookInstanceLifecycleHook) String

func (s NotebookInstanceLifecycleHook) String() string

String returns the string representation

func (*NotebookInstanceLifecycleHook) Validate

func (s *NotebookInstanceLifecycleHook) Validate() error

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

type NotebookInstanceSummary

type NotebookInstanceSummary struct {

    // A timestamp that shows when the notebook instance was created.
    CreationTime *time.Time `type:"timestamp"`

    // 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 notebook-lifecycle-config.
    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) SetCreationTime

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

SetCreationTime sets the CreationTime 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

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

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (*NotebookInstanceSummary) SetNotebookInstanceName

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

SetNotebookInstanceName sets the NotebookInstanceName field's value.

func (*NotebookInstanceSummary) SetNotebookInstanceStatus

func (s *NotebookInstanceSummary) SetNotebookInstanceStatus(v string) *NotebookInstanceSummary

SetNotebookInstanceStatus sets the NotebookInstanceStatus field's value.

func (*NotebookInstanceSummary) SetUrl

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

SetUrl sets the Url field's value.

func (NotebookInstanceSummary) String

func (s NotebookInstanceSummary) String() string

String returns the string representation

type ObjectiveStatusCounters

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

func (s ObjectiveStatusCounters) GoString() string

GoString returns the string representation

func (*ObjectiveStatusCounters) SetFailed

func (s *ObjectiveStatusCounters) SetFailed(v int64) *ObjectiveStatusCounters

SetFailed sets the Failed field's value.

func (*ObjectiveStatusCounters) SetPending

func (s *ObjectiveStatusCounters) SetPending(v int64) *ObjectiveStatusCounters

SetPending sets the Pending field's value.

func (*ObjectiveStatusCounters) SetSucceeded

func (s *ObjectiveStatusCounters) SetSucceeded(v int64) *ObjectiveStatusCounters

SetSucceeded sets the Succeeded field's value.

func (ObjectiveStatusCounters) String

func (s ObjectiveStatusCounters) String() string

String returns the string representation

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.
    //
    // If you don't provide the KMS key ID, Amazon SageMaker uses the default KMS
    // key for Amazon S3 for your role's account. For more information, see KMS-Managed
    // Encryption Keys (https://docs.aws.amazon.com/AmazonS3/latest/dev/UsingKMSEncryption.html)
    // in Amazon Simple Storage Service developer guide.
    //
    // The KMS key policy must grant permission to the IAM role you specify in your
    // CreateTrainingJob request. Using Key Policies in AWS KMS (http://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html)
    // in the AWS Key Management Service Developer Guide.
    KmsKeyId *string `type:"string"`

    // Identifies the S3 path where you want Amazon SageMaker to store the model
    // artifacts. For example, s3://bucket-name/key-name-prefix.
    //
    // S3OutputPath is a required field
    S3OutputPath *string `type:"string" required:"true"`
    // contains filtered or unexported fields
}

Provides information about how to store model training results (model artifacts).

func (OutputDataConfig) GoString

func (s OutputDataConfig) GoString() string

GoString returns the string representation

func (*OutputDataConfig) SetKmsKeyId

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

SetKmsKeyId sets the KmsKeyId field's value.

func (*OutputDataConfig) SetS3OutputPath

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

SetS3OutputPath sets the S3OutputPath field's value.

func (OutputDataConfig) String

func (s OutputDataConfig) String() string

String returns the string representation

func (*OutputDataConfig) Validate

func (s *OutputDataConfig) Validate() error

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

type ParameterRanges

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.

func (ParameterRanges) GoString

func (s ParameterRanges) GoString() string

GoString returns the string representation

func (*ParameterRanges) SetCategoricalParameterRanges

func (s *ParameterRanges) SetCategoricalParameterRanges(v []*CategoricalParameterRange) *ParameterRanges

SetCategoricalParameterRanges sets the CategoricalParameterRanges field's value.

func (*ParameterRanges) SetContinuousParameterRanges

func (s *ParameterRanges) SetContinuousParameterRanges(v []*ContinuousParameterRange) *ParameterRanges

SetContinuousParameterRanges sets the ContinuousParameterRanges field's value.

func (*ParameterRanges) SetIntegerParameterRanges

func (s *ParameterRanges) SetIntegerParameterRanges(v []*IntegerParameterRange) *ParameterRanges

SetIntegerParameterRanges sets the IntegerParameterRanges field's value.

func (ParameterRanges) String

func (s ParameterRanges) String() string

String returns the string representation

func (*ParameterRanges) Validate

func (s *ParameterRanges) Validate() error

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

type ProductionVariant

type ProductionVariant struct {

    // 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) 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

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 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 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(s) that run the training job.
    VolumeKmsKeyId *string `type:"string"`

    // The size of the ML storage volume that you want to provision.
    //
    // ML storage volumes store model artifacts and incremental states. Training
    // algorithms might also use the ML storage volume for scratch space. If you
    // want to store the training data in the ML storage volume, choose File as
    // the TrainingInputMode in the algorithm specification.
    //
    // You must specify sufficient ML storage for your scenario.
    //
    // Amazon SageMaker supports only the General Purpose SSD (gp2) ML storage volume
    // type.
    //
    // VolumeSizeInGB is a required field
    VolumeSizeInGB *int64 `min:"1" type:"integer" required:"true"`
    // contains filtered or unexported fields
}

Describes the resources, including ML compute instances and ML storage volumes, to use for model training.

func (ResourceConfig) GoString

func (s ResourceConfig) GoString() string

GoString returns the string representation

func (*ResourceConfig) SetInstanceCount

func (s *ResourceConfig) SetInstanceCount(v int64) *ResourceConfig

SetInstanceCount sets the InstanceCount field's value.

func (*ResourceConfig) SetInstanceType

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

SetInstanceType sets the InstanceType field's value.

func (*ResourceConfig) SetVolumeKmsKeyId

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

SetVolumeKmsKeyId sets the VolumeKmsKeyId field's value.

func (*ResourceConfig) SetVolumeSizeInGB

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

SetVolumeSizeInGB sets the VolumeSizeInGB field's value.

func (ResourceConfig) String

func (s ResourceConfig) String() string

String returns the string representation

func (*ResourceConfig) Validate

func (s *ResourceConfig) Validate() error

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

type ResourceLimits

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

func (s ResourceLimits) GoString() string

GoString returns the string representation

func (*ResourceLimits) SetMaxNumberOfTrainingJobs

func (s *ResourceLimits) SetMaxNumberOfTrainingJobs(v int64) *ResourceLimits

SetMaxNumberOfTrainingJobs sets the MaxNumberOfTrainingJobs field's value.

func (*ResourceLimits) SetMaxParallelTrainingJobs

func (s *ResourceLimits) SetMaxParallelTrainingJobs(v int64) *ResourceLimits

SetMaxParallelTrainingJobs sets the MaxParallelTrainingJobs field's value.

func (ResourceLimits) String

func (s ResourceLimits) String() string

String returns the string representation

func (*ResourceLimits) Validate

func (s *ResourceLimits) Validate() error

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

type S3DataSource

type S3DataSource struct {

    // 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 with 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.
    //
    // S3DataType is a required field
    S3DataType *string `type:"string" required:"true" enum:"S3DataType"`

    // Depending on the value specified for the S3DataType, identifies either a
    // key name prefix or a manifest. For example:
    //
    //    *  A key name prefix might look like this: s3://bucketname/exampleprefix.
    //
    //
    //    *  A manifest might look like this: s3://bucketname/example.manifest
    //
    //  The manifest is an S3 object which is a JSON file with the following format:
    //
    //
    // [
    //
    //  {"prefix": "s3://customer_bucket/some/prefix/"},
    //
    //  "relative/path/to/custdata-1",
    //
    //  "relative/path/custdata-2",
    //
    //  ...
    //
    //  ]
    //
    //  The preceding JSON matches the following s3Uris:
    //
    // s3://customer_bucket/some/prefix/relative/path/to/custdata-1
    //
    // s3://customer_bucket/some/prefix/relative/path/custdata-1
    //
    // ...
    //
    //  The complete set of s3uris in this manifest constitutes the input data for
    //    the channel for this datasource. The object that each s3uris points to
    //    must 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) SetS3DataDistributionType

func (s *S3DataSource) SetS3DataDistributionType(v string) *S3DataSource

SetS3DataDistributionType sets the S3DataDistributionType field's value.

func (*S3DataSource) SetS3DataType

func (s *S3DataSource) SetS3DataType(v string) *S3DataSource

SetS3DataType sets the S3DataType field's value.

func (*S3DataSource) SetS3Uri

func (s *S3DataSource) SetS3Uri(v string) *S3DataSource

SetS3Uri sets the S3Uri field's value.

func (S3DataSource) String

func (s S3DataSource) String() string

String returns the string representation

func (*S3DataSource) Validate

func (s *S3DataSource) Validate() error

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

type SageMaker

type SageMaker struct {
    *client.Client
}

SageMaker provides the API operation methods for making requests to Amazon SageMaker Service. See this package's package overview docs for details on the service.

SageMaker methods are safe to use concurrently. It is not safe to modify mutate any of the struct's properties though.

func New

func New(p client.ConfigProvider, cfgs ...*aws.Config) *SageMaker

New creates a new instance of the SageMaker client with a session. If additional configuration is needed for the client instance use the optional aws.Config parameter to add your extra config.

Example:

// Create a SageMaker client from just a session.
svc := sagemaker.New(mySession)

// Create a SageMaker client with additional configuration
svc := sagemaker.New(mySession, aws.NewConfig().WithRegion("us-west-2"))

func (*SageMaker) AddTags

func (c *SageMaker) AddTags(input *AddTagsInput) (*AddTagsOutput, error)

AddTags API operation for Amazon SageMaker Service.

Adds or overwrites one or more tags for the specified Amazon SageMaker resource. You can add tags to notebook instances, training jobs, models, endpoint configurations, and endpoints.

Each tag consists of a key and an optional value. Tag keys must be unique per resource. For more information about tags, see Using Cost Allocation Tags (http://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what) in the AWS Billing and Cost Management User Guide.

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 successfuly.

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) CreateEndpoint

func (c *SageMaker) CreateEndpoint(input *CreateEndpointInput) (*CreateEndpointOutput, error)

CreateEndpoint API operation for Amazon SageMaker Service.

Creates an endpoint using the endpoint configuration specified in the request. Amazon SageMaker uses the endpoint to provision resources and deploy models. You create the endpoint configuration with the CreateEndpointConfig (http://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html) API.

Use this API only for hosting models using Amazon SageMaker hosting services.

The endpoint name must be unique within an AWS Region in your AWS account.

When it receives the request, Amazon SageMaker creates the endpoint, launches the resources (ML compute instances), and deploys the model(s) on them.

When Amazon SageMaker receives the request, it sets the endpoint status to Creating. After it creates the endpoint, it sets the status to InService. Amazon SageMaker can then process incoming requests for inferences. To check the status of an endpoint, use the DescribeEndpoint (http://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html) API.

For an example, see Exercise 1: Using the K-Means Algorithm Provided by Amazon SageMaker (http://docs.aws.amazon.com/sagemaker/latest/dg/ex1.html).

If any of the models hosted at this endpoint get model data from an Amazon S3 location, Amazon SageMaker uses AWS Security Token Service to download model artifacts from the S3 path you provided. AWS STS is activated in your IAM user account by default. If you previously deactivated AWS STS for a region, you need to reactivate AWS STS for that region. For more information, see Activating and Deactivating AWS STS i an AWS Region (http://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp_enable-regions.html) in the AWS Identity and Access Management User Guide.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateEndpoint for usage and error information.

Returned Error Codes:

* ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
You have exceeded an Amazon SageMaker resource limit. For example, you might
have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpoint

func (*SageMaker) CreateEndpointConfig

func (c *SageMaker) CreateEndpointConfig(input *CreateEndpointConfigInput) (*CreateEndpointConfigOutput, error)

CreateEndpointConfig API operation for Amazon SageMaker Service.

Creates an endpoint configuration that Amazon SageMaker hosting services uses to deploy models. In the configuration, you identify one or more models, created using the CreateModel API, to deploy and the resources that you want Amazon SageMaker to provision. Then you call the CreateEndpoint (http://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html) API.

Use this API only if you want to use Amazon SageMaker hosting services to deploy models into production.

In the request, you define one or more ProductionVariants, each of which identifies a model. Each ProductionVariant parameter also describes the resources that you want Amazon SageMaker to provision. This includes the number and type of ML compute instances to deploy.

If you are hosting multiple models, you also assign a VariantWeight to specify how much traffic you want to allocate to each model. For example, suppose that you want to host two models, A and B, and you assign traffic weight 2 for model A and 1 for model B. Amazon SageMaker distributes two-thirds of the traffic to Model A, and one-third to model B.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateEndpointConfig for usage and error information.

Returned Error Codes:

* ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
You have exceeded an Amazon SageMaker resource limit. For example, you might
have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpointConfig

func (*SageMaker) CreateEndpointConfigRequest

func (c *SageMaker) CreateEndpointConfigRequest(input *CreateEndpointConfigInput) (req *request.Request, output *CreateEndpointConfigOutput)

CreateEndpointConfigRequest generates a "aws/request.Request" representing the client's request for the CreateEndpointConfig operation. The "output" return value will be populated with the request's response once the request completes successfuly.

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 successfuly.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateEndpoint for more information on using the CreateEndpoint API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.

// Example sending a request using the CreateEndpointRequest method.
req, resp := client.CreateEndpointRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpoint

func (*SageMaker) CreateEndpointWithContext

func (c *SageMaker) CreateEndpointWithContext(ctx aws.Context, input *CreateEndpointInput, opts ...request.Option) (*CreateEndpointOutput, error)

CreateEndpointWithContext is the same as CreateEndpoint with the addition of the ability to pass a context and additional request options.

See CreateEndpoint for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateHyperParameterTuningJob

func (c *SageMaker) CreateHyperParameterTuningJob(input *CreateHyperParameterTuningJobInput) (*CreateHyperParameterTuningJobOutput, error)

CreateHyperParameterTuningJob API operation for Amazon SageMaker Service.

Starts 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 CreateHyperParameterTuningJob for usage and error information.

Returned Error Codes:

* ErrCodeResourceInUse "ResourceInUse"
Resource being accessed is in use.

* ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
You have exceeded an Amazon SageMaker resource limit. For example, you might
have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateHyperParameterTuningJob

func (*SageMaker) CreateHyperParameterTuningJobRequest

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 successfuly.

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

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) CreateModel

func (c *SageMaker) CreateModel(input *CreateModelInput) (*CreateModelOutput, error)

CreateModel API operation for Amazon SageMaker Service.

Creates a model in Amazon SageMaker. In the request, you name the model and describe a primary container. For the primary container, you specify the docker image containing inference code, artifacts (from prior training), and custom environment map that the inference code uses when you deploy the model for predictions.

Use this API to create a model if you want to use Amazon SageMaker hosting services or run a batch transform job.

To host your model, you create an endpoint configuration with the CreateEndpointConfig API, and then create an endpoint with the CreateEndpoint API. Amazon SageMaker then deploys all of the containers that you defined for the model in the hosting environment.

To run a batch transform using your model, you start a job with the CreateTransformJob API. Amazon SageMaker uses your model and your dataset to get inferences which are then saved to a specified S3 location.

In the CreateModel request, you must define a container with the PrimaryContainer parameter.

In the request, you also provide an IAM role that Amazon SageMaker can assume to access model artifacts and docker image for deployment on ML compute hosting instances or for batch transform jobs. In addition, you also use the IAM role to manage permissions the inference code needs. For example, if the inference code access any other AWS resources, you grant necessary permissions via this role.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateModel for usage and error information.

Returned Error Codes:

* ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
You have exceeded an Amazon SageMaker resource limit. For example, you might
have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateModel

func (*SageMaker) 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 successfuly.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateModel for more information on using the CreateModel API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.

// Example sending a request using the CreateModelRequest method.
req, resp := client.CreateModelRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateModel

func (*SageMaker) CreateModelWithContext

func (c *SageMaker) CreateModelWithContext(ctx aws.Context, input *CreateModelInput, opts ...request.Option) (*CreateModelOutput, error)

CreateModelWithContext is the same as CreateModel with the addition of the ability to pass a context and additional request options.

See CreateModel for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateNotebookInstance

func (c *SageMaker) CreateNotebookInstance(input *CreateNotebookInstanceInput) (*CreateNotebookInstanceOutput, error)

CreateNotebookInstance API operation for Amazon SageMaker Service.

Creates an Amazon SageMaker notebook instance. A notebook instance is a machine learning (ML) compute instance running on a Jupyter notebook.

In a CreateNotebookInstance request, specify the type of ML compute instance that you want to run. Amazon SageMaker launches the instance, installs common libraries that you can use to explore datasets for model training, and attaches an ML storage volume to the notebook instance.

Amazon SageMaker also provides a set of example notebooks. Each notebook demonstrates how to use Amazon SageMaker with a specific algorithm or with a machine learning framework.

After receiving the request, Amazon SageMaker does the following:

Creates a network interface in the Amazon SageMaker VPC.

(Option) If you specified SubnetId, Amazon SageMaker creates a network interface in your own VPC, which is inferred from the subnet ID that you provide in the input. When creating this network interface, Amazon SageMaker attaches the security group that you specified in the request to the network interface that it creates in your VPC.

Launches an EC2 instance of the type specified in the request in the Amazon SageMaker VPC. If you specified SubnetId of your VPC, Amazon SageMaker specifies both network interfaces when launching this instance. This enables inbound traffic from your own VPC to the notebook instance, assuming that the security groups allow it.

After creating the notebook instance, Amazon SageMaker returns its Amazon Resource Name (ARN).

After Amazon SageMaker creates the notebook instance, you can connect to the Jupyter server and work in Jupyter notebooks. For example, you can write code to explore a dataset that you can use for model training, train a model, host models by creating Amazon SageMaker endpoints, and validate hosted models.

For more information, see How It Works (http://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works.html).

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateNotebookInstance for usage and error information.

Returned Error Codes:

* ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
You have exceeded an Amazon SageMaker resource limit. For example, you might
have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstance

func (*SageMaker) CreateNotebookInstanceLifecycleConfig

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 notebook-lifecycle-config.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateNotebookInstanceLifecycleConfig for usage and error information.

Returned Error Codes:

* ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
You have exceeded an Amazon SageMaker resource limit. For example, you might
have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstanceLifecycleConfig

func (*SageMaker) CreateNotebookInstanceLifecycleConfigRequest

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 successfuly.

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

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 successfuly.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateNotebookInstance for more information on using the CreateNotebookInstance API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.

// Example sending a request using the CreateNotebookInstanceRequest method.
req, resp := client.CreateNotebookInstanceRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstance

func (*SageMaker) CreateNotebookInstanceWithContext

func (c *SageMaker) CreateNotebookInstanceWithContext(ctx aws.Context, input *CreateNotebookInstanceInput, opts ...request.Option) (*CreateNotebookInstanceOutput, error)

CreateNotebookInstanceWithContext is the same as CreateNotebookInstance with the addition of the ability to pass a context and additional request options.

See CreateNotebookInstance for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreatePresignedNotebookInstanceUrl

func (c *SageMaker) CreatePresignedNotebookInstanceUrl(input *CreatePresignedNotebookInstanceUrlInput) (*CreatePresignedNotebookInstanceUrlOutput, error)

CreatePresignedNotebookInstanceUrl API operation for Amazon SageMaker Service.

Returns a URL that you can use to connect to the Jupyter server from a notebook instance. In the Amazon SageMaker console, when you choose Open next to a notebook instance, Amazon SageMaker opens a new tab showing the Jupyter server home page from the notebook instance. The console uses this API to get the URL and show the page.

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 successfuly.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreatePresignedNotebookInstanceUrl for more information on using the CreatePresignedNotebookInstanceUrl API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.

// Example sending a request using the CreatePresignedNotebookInstanceUrlRequest method.
req, resp := client.CreatePresignedNotebookInstanceUrlRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreatePresignedNotebookInstanceUrl

func (*SageMaker) CreatePresignedNotebookInstanceUrlWithContext

func (c *SageMaker) CreatePresignedNotebookInstanceUrlWithContext(ctx aws.Context, input *CreatePresignedNotebookInstanceUrlInput, opts ...request.Option) (*CreatePresignedNotebookInstanceUrlOutput, error)

CreatePresignedNotebookInstanceUrlWithContext is the same as CreatePresignedNotebookInstanceUrl with the addition of the ability to pass a context and additional request options.

See CreatePresignedNotebookInstanceUrl for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateTrainingJob

func (c *SageMaker) CreateTrainingJob(input *CreateTrainingJobInput) (*CreateTrainingJobOutput, error)

CreateTrainingJob API operation for Amazon SageMaker Service.

Starts a model training job. After training completes, Amazon SageMaker saves the resulting model artifacts to an Amazon S3 location that you specify.

If you choose to host your model using Amazon SageMaker hosting services, you can use the resulting model artifacts as part of the model. You can also use the artifacts in a deep learning service other than Amazon SageMaker, provided that you know how to use them for inferences.

In the request body, you provide the following:

  * AlgorithmSpecification - Identifies the training algorithm to use.

  * HyperParameters - Specify these algorithm-specific parameters to influence
  the quality of the final model. For a list of hyperparameters for each
  training algorithm provided by Amazon SageMaker, see Algorithms (http://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).

  * InputDataConfig - Describes the training dataset and the Amazon S3 location
  where it is stored.

  * OutputDataConfig - Identifies the Amazon S3 location where you want
  Amazon SageMaker to save the results of model training.

  * ResourceConfig - Identifies the resources, ML compute instances, and
  ML storage volumes to deploy for model training. In distributed training,
  you specify more than one instance.

  * RoleARN - The Amazon Resource Number (ARN) that Amazon SageMaker assumes
  to perform tasks on your behalf during model training. You must grant
  this role the necessary permissions so that Amazon SageMaker can successfully
  complete model training.

  * StoppingCondition - Sets a duration for training. Use this parameter
  to cap model training costs.

For more information about Amazon SageMaker, see How It Works (http://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works.html)

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateTrainingJob for usage and error information.

Returned Error Codes:

* ErrCodeResourceInUse "ResourceInUse"
Resource being accessed is in use.

* ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
You have exceeded an Amazon SageMaker resource limit. For example, you might
have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTrainingJob

func (*SageMaker) CreateTrainingJobRequest

func (c *SageMaker) CreateTrainingJobRequest(input *CreateTrainingJobInput) (req *request.Request, output *CreateTrainingJobOutput)

CreateTrainingJobRequest generates a "aws/request.Request" representing the client's request for the CreateTrainingJob operation. The "output" return value will be populated with the request's response once the request completes successfuly.

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

func (c *SageMaker) CreateTransformJob(input *CreateTransformJobInput) (*CreateTransformJobOutput, error)

CreateTransformJob API operation for Amazon SageMaker Service.

Starts a transform job. A transform job uses a trained model to get inferences on a dataset and saves these results to an Amazon S3 location that you specify.

To perform batch transformations, you create a transform job and use the data that you have readily available.

In the request body, you provide the following:

* TransformJobName - Identifies the transform job. The name must be unique
within an AWS Region in an AWS account.

* ModelName - Identifies the model to use. ModelName must be the name
of an existing Amazon SageMaker model in the same AWS Region and AWS account.
For information on creating a model, see CreateModel.

* TransformInput - Describes the dataset to be transformed and the Amazon
S3 location where it is stored.

* TransformOutput - Identifies the Amazon S3 location where you want Amazon
SageMaker to save the results from the transform job.

* TransformResources - Identifies the ML compute instances for the transform
job.

For more information about how batch transformation works Amazon SageMaker, see How It Works (http://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform.html).

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateTransformJob for usage and error information.

Returned Error Codes:

* ErrCodeResourceInUse "ResourceInUse"
Resource being accessed is in use.

* ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
You have exceeded an Amazon SageMaker resource limit. For example, you might
have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTransformJob

func (*SageMaker) CreateTransformJobRequest

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 successfuly.

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

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) DeleteEndpoint

func (c *SageMaker) DeleteEndpoint(input *DeleteEndpointInput) (*DeleteEndpointOutput, error)

DeleteEndpoint API operation for Amazon SageMaker Service.

Deletes an endpoint. Amazon SageMaker frees up all of the resources that were deployed when the endpoint was created.

Amazon SageMaker retires any custom KMS key grants associated with the endpoint, meaning you don't need to use the RevokeGrant (http://docs.aws.amazon.com/kms/latest/APIReference/API_RevokeGrant.html) API call.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DeleteEndpoint for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpoint

func (*SageMaker) DeleteEndpointConfig

func (c *SageMaker) DeleteEndpointConfig(input *DeleteEndpointConfigInput) (*DeleteEndpointConfigOutput, error)

DeleteEndpointConfig API operation for Amazon SageMaker Service.

Deletes an endpoint configuration. The DeleteEndpointConfig API deletes only the specified configuration. It does not delete endpoints created using the configuration.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DeleteEndpointConfig for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpointConfig

func (*SageMaker) DeleteEndpointConfigRequest

func (c *SageMaker) DeleteEndpointConfigRequest(input *DeleteEndpointConfigInput) (req *request.Request, output *DeleteEndpointConfigOutput)

DeleteEndpointConfigRequest generates a "aws/request.Request" representing the client's request for the DeleteEndpointConfig operation. The "output" return value will be populated with the request's response once the request completes successfuly.

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 successfuly.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DeleteEndpoint for more information on using the DeleteEndpoint API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.

// Example sending a request using the DeleteEndpointRequest method.
req, resp := client.DeleteEndpointRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpoint

func (*SageMaker) DeleteEndpointWithContext

func (c *SageMaker) DeleteEndpointWithContext(ctx aws.Context, input *DeleteEndpointInput, opts ...request.Option) (*DeleteEndpointOutput, error)

DeleteEndpointWithContext is the same as DeleteEndpoint with the addition of the ability to pass a context and additional request options.

See DeleteEndpoint for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DeleteModel

func (c *SageMaker) DeleteModel(input *DeleteModelInput) (*DeleteModelOutput, error)

DeleteModel API operation for Amazon SageMaker Service.

Deletes a model. The DeleteModel API deletes only the model entry that was created in Amazon SageMaker when you called the CreateModel (http://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateModel.html) API. It does not delete model artifacts, inference code, or the IAM role that you specified when creating the model.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DeleteModel for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteModel

func (*SageMaker) 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 successfuly.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DeleteModel for more information on using the DeleteModel API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.

// Example sending a request using the DeleteModelRequest method.
req, resp := client.DeleteModelRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteModel

func (*SageMaker) DeleteModelWithContext

func (c *SageMaker) DeleteModelWithContext(ctx aws.Context, input *DeleteModelInput, opts ...request.Option) (*DeleteModelOutput, error)

DeleteModelWithContext is the same as DeleteModel with the addition of the ability to pass a context and additional request options.

See DeleteModel for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DeleteNotebookInstance

func (c *SageMaker) DeleteNotebookInstance(input *DeleteNotebookInstanceInput) (*DeleteNotebookInstanceOutput, error)

DeleteNotebookInstance API operation for Amazon SageMaker Service.

Deletes an Amazon SageMaker notebook instance. Before you can delete a notebook instance, you must call the StopNotebookInstance API.

When you delete a notebook instance, you lose all of your data. Amazon SageMaker removes the ML compute instance, and deletes the ML storage volume and the network interface associated with the notebook instance.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DeleteNotebookInstance for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteNotebookInstance

func (*SageMaker) DeleteNotebookInstanceLifecycleConfig

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

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 successfuly.

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

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 successfuly.

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.

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 successfuly.

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) 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 successfuly.

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 successfuly.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeEndpoint for more information on using the DescribeEndpoint API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.

// Example sending a request using the DescribeEndpointRequest method.
req, resp := client.DescribeEndpointRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeEndpoint

func (*SageMaker) DescribeEndpointWithContext

func (c *SageMaker) DescribeEndpointWithContext(ctx aws.Context, input *DescribeEndpointInput, opts ...request.Option) (*DescribeEndpointOutput, error)

DescribeEndpointWithContext is the same as DescribeEndpoint with the addition of the ability to pass a context and additional request options.

See DescribeEndpoint for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeHyperParameterTuningJob

func (c *SageMaker) DescribeHyperParameterTuningJob(input *DescribeHyperParameterTuningJobInput) (*DescribeHyperParameterTuningJobOutput, error)

DescribeHyperParameterTuningJob API operation for Amazon SageMaker Service.

Gets a description of a hyperparameter tuning job.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeHyperParameterTuningJob for usage and error information.

Returned Error Codes:

* ErrCodeResourceNotFound "ResourceNotFound"
Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeHyperParameterTuningJob

func (*SageMaker) DescribeHyperParameterTuningJobRequest

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 successfuly.

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

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) 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) 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 successfuly.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeModel for more information on using the DescribeModel API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.

// Example sending a request using the DescribeModelRequest method.
req, resp := client.DescribeModelRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeModel

func (*SageMaker) DescribeModelWithContext

func (c *SageMaker) DescribeModelWithContext(ctx aws.Context, input *DescribeModelInput, opts ...request.Option) (*DescribeModelOutput, error)

DescribeModelWithContext is the same as DescribeModel with the addition of the ability to pass a context and additional request options.

See DescribeModel for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeNotebookInstance

func (c *SageMaker) DescribeNotebookInstance(input *DescribeNotebookInstanceInput) (*DescribeNotebookInstanceOutput, error)

DescribeNotebookInstance API operation for Amazon SageMaker Service.

Returns information about a notebook instance.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeNotebookInstance for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeNotebookInstance

func (*SageMaker) DescribeNotebookInstanceLifecycleConfig

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 notebook-lifecycle-config.

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

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 successfuly.

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

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 successfuly.

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) DescribeTrainingJob

func (c *SageMaker) DescribeTrainingJob(input *DescribeTrainingJobInput) (*DescribeTrainingJobOutput, error)

DescribeTrainingJob API operation for Amazon SageMaker Service.

Returns information about a training job.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeTrainingJob for usage and error information.

Returned Error Codes:

* ErrCodeResourceNotFound "ResourceNotFound"
Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTrainingJob

func (*SageMaker) DescribeTrainingJobRequest

func (c *SageMaker) DescribeTrainingJobRequest(input *DescribeTrainingJobInput) (req *request.Request, output *DescribeTrainingJobOutput)

DescribeTrainingJobRequest generates a "aws/request.Request" representing the client's request for the DescribeTrainingJob operation. The "output" return value will be populated with the request's response once the request completes successfuly.

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

func (c *SageMaker) DescribeTransformJob(input *DescribeTransformJobInput) (*DescribeTransformJobOutput, error)

DescribeTransformJob API operation for Amazon SageMaker Service.

Returns information about a transform job.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeTransformJob for usage and error information.

Returned Error Codes:

* ErrCodeResourceNotFound "ResourceNotFound"
Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTransformJob

func (*SageMaker) DescribeTransformJobRequest

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 successfuly.

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

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) ListEndpointConfigs

func (c *SageMaker) ListEndpointConfigs(input *ListEndpointConfigsInput) (*ListEndpointConfigsOutput, error)

ListEndpointConfigs API operation for Amazon SageMaker Service.

Lists endpoint configurations.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListEndpointConfigs for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpointConfigs

func (*SageMaker) ListEndpointConfigsPages

func (c *SageMaker) ListEndpointConfigsPages(input *ListEndpointConfigsInput, fn func(*ListEndpointConfigsOutput, bool) bool) error

ListEndpointConfigsPages iterates over the pages of a ListEndpointConfigs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListEndpointConfigs method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service.

// Example iterating over at most 3 pages of a ListEndpointConfigs operation.
pageNum := 0
err := client.ListEndpointConfigsPages(params,
    func(page *ListEndpointConfigsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListEndpointConfigsPagesWithContext

func (c *SageMaker) ListEndpointConfigsPagesWithContext(ctx aws.Context, input *ListEndpointConfigsInput, fn func(*ListEndpointConfigsOutput, bool) bool, opts ...request.Option) error

ListEndpointConfigsPagesWithContext same as ListEndpointConfigsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListEndpointConfigsRequest

func (c *SageMaker) ListEndpointConfigsRequest(input *ListEndpointConfigsInput) (req *request.Request, output *ListEndpointConfigsOutput)

ListEndpointConfigsRequest generates a "aws/request.Request" representing the client's request for the ListEndpointConfigs operation. The "output" return value will be populated with the request's response once the request completes successfuly.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListEndpointConfigs for more information on using the ListEndpointConfigs API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.

// Example sending a request using the ListEndpointConfigsRequest method.
req, resp := client.ListEndpointConfigsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpointConfigs

func (*SageMaker) ListEndpointConfigsWithContext

func (c *SageMaker) ListEndpointConfigsWithContext(ctx aws.Context, input *ListEndpointConfigsInput, opts ...request.Option) (*ListEndpointConfigsOutput, error)

ListEndpointConfigsWithContext is the same as ListEndpointConfigs with the addition of the ability to pass a context and additional request options.

See ListEndpointConfigs for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListEndpoints

func (c *SageMaker) ListEndpoints(input *ListEndpointsInput) (*ListEndpointsOutput, error)

ListEndpoints API operation for Amazon SageMaker Service.

Lists endpoints.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListEndpoints for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpoints

func (*SageMaker) ListEndpointsPages

func (c *SageMaker) ListEndpointsPages(input *ListEndpointsInput, fn func(*ListEndpointsOutput, bool) bool) error

ListEndpointsPages iterates over the pages of a ListEndpoints operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListEndpoints method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service.

// Example iterating over at most 3 pages of a ListEndpoints operation.
pageNum := 0
err := client.ListEndpointsPages(params,
    func(page *ListEndpointsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListEndpointsPagesWithContext

func (c *SageMaker) ListEndpointsPagesWithContext(ctx aws.Context, input *ListEndpointsInput, fn func(*ListEndpointsOutput, bool) bool, opts ...request.Option) error

ListEndpointsPagesWithContext same as ListEndpointsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListEndpointsRequest

func (c *SageMaker) ListEndpointsRequest(input *ListEndpointsInput) (req *request.Request, output *ListEndpointsOutput)

ListEndpointsRequest generates a "aws/request.Request" representing the client's request for the ListEndpoints operation. The "output" return value will be populated with the request's response once the request completes successfuly.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListEndpoints for more information on using the ListEndpoints API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.

// Example sending a request using the ListEndpointsRequest method.
req, resp := client.ListEndpointsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpoints

func (*SageMaker) ListEndpointsWithContext

func (c *SageMaker) ListEndpointsWithContext(ctx aws.Context, input *ListEndpointsInput, opts ...request.Option) (*ListEndpointsOutput, error)

ListEndpointsWithContext is the same as ListEndpoints with the addition of the ability to pass a context and additional request options.

See ListEndpoints for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListHyperParameterTuningJobs

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

func (c *SageMaker) ListHyperParameterTuningJobsPages(input *ListHyperParameterTuningJobsInput, fn func(*ListHyperParameterTuningJobsOutput, bool) bool) error

ListHyperParameterTuningJobsPages iterates over the pages of a ListHyperParameterTuningJobs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListHyperParameterTuningJobs method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service.

// Example iterating over at most 3 pages of a ListHyperParameterTuningJobs operation.
pageNum := 0
err := client.ListHyperParameterTuningJobsPages(params,
    func(page *ListHyperParameterTuningJobsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListHyperParameterTuningJobsPagesWithContext

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

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 successfuly.

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

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) ListModels

func (c *SageMaker) ListModels(input *ListModelsInput) (*ListModelsOutput, error)

ListModels API operation for Amazon SageMaker Service.

Lists models created with the CreateModel (http://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateModel.html) API.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListModels for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListModels

func (*SageMaker) ListModelsPages

func (c *SageMaker) ListModelsPages(input *ListModelsInput, fn func(*ListModelsOutput, bool) bool) error

ListModelsPages iterates over the pages of a ListModels operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListModels method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service.

// Example iterating over at most 3 pages of a ListModels operation.
pageNum := 0
err := client.ListModelsPages(params,
    func(page *ListModelsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListModelsPagesWithContext

func (c *SageMaker) ListModelsPagesWithContext(ctx aws.Context, input *ListModelsInput, fn func(*ListModelsOutput, bool) bool, opts ...request.Option) error

ListModelsPagesWithContext same as ListModelsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListModelsRequest

func (c *SageMaker) ListModelsRequest(input *ListModelsInput) (req *request.Request, output *ListModelsOutput)

ListModelsRequest generates a "aws/request.Request" representing the client's request for the ListModels operation. The "output" return value will be populated with the request's response once the request completes successfuly.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListModels for more information on using the ListModels API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.

// Example sending a request using the ListModelsRequest method.
req, resp := client.ListModelsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListModels

func (*SageMaker) ListModelsWithContext

func (c *SageMaker) ListModelsWithContext(ctx aws.Context, input *ListModelsInput, opts ...request.Option) (*ListModelsOutput, error)

ListModelsWithContext is the same as ListModels with the addition of the ability to pass a context and additional request options.

See ListModels for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListNotebookInstanceLifecycleConfigs

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

func (c *SageMaker) ListNotebookInstanceLifecycleConfigsPages(input *ListNotebookInstanceLifecycleConfigsInput, fn func(*ListNotebookInstanceLifecycleConfigsOutput, bool) bool) error

ListNotebookInstanceLifecycleConfigsPages iterates over the pages of a ListNotebookInstanceLifecycleConfigs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListNotebookInstanceLifecycleConfigs method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service.

// Example iterating over at most 3 pages of a ListNotebookInstanceLifecycleConfigs operation.
pageNum := 0
err := client.ListNotebookInstanceLifecycleConfigsPages(params,
    func(page *ListNotebookInstanceLifecycleConfigsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListNotebookInstanceLifecycleConfigsPagesWithContext

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

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 successfuly.

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

func (c *SageMaker) ListNotebookInstanceLifecycleConfigsWithContext(ctx aws.Context, input *ListNotebookInstanceLifecycleConfigsInput, opts ...request.Option) (*ListNotebookInstanceLifecycleConfigsOutput, error)

ListNotebookInstanceLifecycleConfigsWithContext is the same as ListNotebookInstanceLifecycleConfigs with the addition of the ability to pass a context and additional request options.

See ListNotebookInstanceLifecycleConfigs for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListNotebookInstances

func (c *SageMaker) ListNotebookInstances(input *ListNotebookInstancesInput) (*ListNotebookInstancesOutput, error)

ListNotebookInstances API operation for Amazon SageMaker Service.

Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWS Region.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListNotebookInstances for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListNotebookInstances

func (*SageMaker) ListNotebookInstancesPages

func (c *SageMaker) ListNotebookInstancesPages(input *ListNotebookInstancesInput, fn func(*ListNotebookInstancesOutput, bool) bool) error

ListNotebookInstancesPages iterates over the pages of a ListNotebookInstances operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListNotebookInstances method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service.

// Example iterating over at most 3 pages of a ListNotebookInstances operation.
pageNum := 0
err := client.ListNotebookInstancesPages(params,
    func(page *ListNotebookInstancesOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListNotebookInstancesPagesWithContext

func (c *SageMaker) ListNotebookInstancesPagesWithContext(ctx aws.Context, input *ListNotebookInstancesInput, fn func(*ListNotebookInstancesOutput, bool) bool, opts ...request.Option) error

ListNotebookInstancesPagesWithContext same as ListNotebookInstancesPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListNotebookInstancesRequest

func (c *SageMaker) ListNotebookInstancesRequest(input *ListNotebookInstancesInput) (req *request.Request, output *ListNotebookInstancesOutput)

ListNotebookInstancesRequest generates a "aws/request.Request" representing the client's request for the ListNotebookInstances operation. The "output" return value will be populated with the request's response once the request completes successfuly.

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) ListTags

func (c *SageMaker) ListTags(input *ListTagsInput) (*ListTagsOutput, error)

ListTags API operation for Amazon SageMaker Service.

Returns the tags for the specified Amazon SageMaker resource.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListTags for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTags

func (*SageMaker) ListTagsPages

func (c *SageMaker) ListTagsPages(input *ListTagsInput, fn func(*ListTagsOutput, bool) bool) error

ListTagsPages iterates over the pages of a ListTags operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListTags method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service.

// Example iterating over at most 3 pages of a ListTags operation.
pageNum := 0
err := client.ListTagsPages(params,
    func(page *ListTagsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListTagsPagesWithContext

func (c *SageMaker) ListTagsPagesWithContext(ctx aws.Context, input *ListTagsInput, fn func(*ListTagsOutput, bool) bool, opts ...request.Option) error

ListTagsPagesWithContext same as ListTagsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListTagsRequest

func (c *SageMaker) ListTagsRequest(input *ListTagsInput) (req *request.Request, output *ListTagsOutput)

ListTagsRequest generates a "aws/request.Request" representing the client's request for the ListTags operation. The "output" return value will be populated with the request's response once the request completes successfuly.

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

func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJob(input *ListTrainingJobsForHyperParameterTuningJobInput) (*ListTrainingJobsForHyperParameterTuningJobOutput, error)

ListTrainingJobsForHyperParameterTuningJob API operation for Amazon SageMaker Service.

Gets a list of TrainingJobSummary objects that describe the training jobs that a hyperparameter tuning job launched.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListTrainingJobsForHyperParameterTuningJob for usage and error information.

Returned Error Codes:

* ErrCodeResourceNotFound "ResourceNotFound"
Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrainingJobsForHyperParameterTuningJob

func (*SageMaker) ListTrainingJobsForHyperParameterTuningJobPages

func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJobPages(input *ListTrainingJobsForHyperParameterTuningJobInput, fn func(*ListTrainingJobsForHyperParameterTuningJobOutput, bool) bool) error

ListTrainingJobsForHyperParameterTuningJobPages iterates over the pages of a ListTrainingJobsForHyperParameterTuningJob operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListTrainingJobsForHyperParameterTuningJob method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service.

// Example iterating over at most 3 pages of a ListTrainingJobsForHyperParameterTuningJob operation.
pageNum := 0
err := client.ListTrainingJobsForHyperParameterTuningJobPages(params,
    func(page *ListTrainingJobsForHyperParameterTuningJobOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListTrainingJobsForHyperParameterTuningJobPagesWithContext

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

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 successfuly.

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

func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJobWithContext(ctx aws.Context, input *ListTrainingJobsForHyperParameterTuningJobInput, opts ...request.Option) (*ListTrainingJobsForHyperParameterTuningJobOutput, error)

ListTrainingJobsForHyperParameterTuningJobWithContext is the same as ListTrainingJobsForHyperParameterTuningJob with the addition of the ability to pass a context and additional request options.

See ListTrainingJobsForHyperParameterTuningJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListTrainingJobsPages

func (c *SageMaker) ListTrainingJobsPages(input *ListTrainingJobsInput, fn func(*ListTrainingJobsOutput, bool) bool) error

ListTrainingJobsPages iterates over the pages of a ListTrainingJobs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListTrainingJobs method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service.

// Example iterating over at most 3 pages of a ListTrainingJobs operation.
pageNum := 0
err := client.ListTrainingJobsPages(params,
    func(page *ListTrainingJobsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListTrainingJobsPagesWithContext

func (c *SageMaker) ListTrainingJobsPagesWithContext(ctx aws.Context, input *ListTrainingJobsInput, fn func(*ListTrainingJobsOutput, bool) bool, opts ...request.Option) error

ListTrainingJobsPagesWithContext same as ListTrainingJobsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListTrainingJobsRequest

func (c *SageMaker) ListTrainingJobsRequest(input *ListTrainingJobsInput) (req *request.Request, output *ListTrainingJobsOutput)

ListTrainingJobsRequest generates a "aws/request.Request" representing the client's request for the ListTrainingJobs operation. The "output" return value will be populated with the request's response once the request completes successfuly.

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

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

func (c *SageMaker) ListTransformJobsPages(input *ListTransformJobsInput, fn func(*ListTransformJobsOutput, bool) bool) error

ListTransformJobsPages iterates over the pages of a ListTransformJobs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListTransformJobs method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service.

// Example iterating over at most 3 pages of a ListTransformJobs operation.
pageNum := 0
err := client.ListTransformJobsPages(params,
    func(page *ListTransformJobsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListTransformJobsPagesWithContext

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

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 successfuly.

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

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) StartNotebookInstance

func (c *SageMaker) StartNotebookInstance(input *StartNotebookInstanceInput) (*StartNotebookInstanceOutput, error)

StartNotebookInstance API operation for Amazon SageMaker Service.

Launches an ML compute instance with the latest version of the libraries and attaches your ML storage volume. After configuring the notebook instance, Amazon SageMaker sets the notebook instance status to InService. A notebook instance's status must be InService before you can connect to your Jupyter notebook.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation StartNotebookInstance for usage and error information.

Returned Error Codes:

* ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
You have exceeded an Amazon SageMaker resource limit. For example, you might
have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StartNotebookInstance

func (*SageMaker) StartNotebookInstanceRequest

func (c *SageMaker) StartNotebookInstanceRequest(input *StartNotebookInstanceInput) (req *request.Request, output *StartNotebookInstanceOutput)

StartNotebookInstanceRequest generates a "aws/request.Request" representing the client's request for the StartNotebookInstance operation. The "output" return value will be populated with the request's response once the request completes successfuly.

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) StopHyperParameterTuningJob

func (c *SageMaker) StopHyperParameterTuningJob(input *StopHyperParameterTuningJobInput) (*StopHyperParameterTuningJobOutput, error)

StopHyperParameterTuningJob API operation for Amazon SageMaker Service.

Stops a running hyperparameter tuning job and all running training jobs that the tuning job launched.

All model artifacts output from the training jobs are stored in Amazon Simple Storage Service (Amazon S3). All data that the training jobs write to Amazon CloudWatch Logs are still available in CloudWatch. After the tuning job moves to the Stopped state, it releases all reserved resources for the tuning job.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation StopHyperParameterTuningJob for usage and error information.

Returned Error Codes:

* ErrCodeResourceNotFound "ResourceNotFound"
Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopHyperParameterTuningJob

func (*SageMaker) StopHyperParameterTuningJobRequest

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 successfuly.

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

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) StopNotebookInstance

func (c *SageMaker) StopNotebookInstance(input *StopNotebookInstanceInput) (*StopNotebookInstanceOutput, error)

StopNotebookInstance API operation for Amazon SageMaker Service.

Terminates the ML compute instance. Before terminating the instance, Amazon SageMaker disconnects the ML storage volume from it. Amazon SageMaker preserves the ML storage volume.

To access data on the ML storage volume for a notebook instance that has been terminated, call the StartNotebookInstance API. StartNotebookInstance launches another ML compute instance, configures it, and attaches the preserved ML storage volume so you can continue your work.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation StopNotebookInstance for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopNotebookInstance

func (*SageMaker) StopNotebookInstanceRequest

func (c *SageMaker) StopNotebookInstanceRequest(input *StopNotebookInstanceInput) (req *request.Request, output *StopNotebookInstanceOutput)

StopNotebookInstanceRequest generates a "aws/request.Request" representing the client's request for the StopNotebookInstance operation. The "output" return value will be populated with the request's response once the request completes successfuly.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See StopNotebookInstance for more information on using the StopNotebookInstance API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.

// Example sending a request using the StopNotebookInstanceRequest method.
req, resp := client.StopNotebookInstanceRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopNotebookInstance

func (*SageMaker) StopNotebookInstanceWithContext

func (c *SageMaker) StopNotebookInstanceWithContext(ctx aws.Context, input *StopNotebookInstanceInput, opts ...request.Option) (*StopNotebookInstanceOutput, error)

StopNotebookInstanceWithContext is the same as StopNotebookInstance with the addition of the ability to pass a context and additional request options.

See StopNotebookInstance for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) StopTrainingJob

func (c *SageMaker) StopTrainingJob(input *StopTrainingJobInput) (*StopTrainingJobOutput, error)

StopTrainingJob API operation for Amazon SageMaker Service.

Stops a training job. To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which delays job termination for 120 seconds. Algorithms might use this 120-second window to save the model artifacts, so the results of the training is not lost.

Training algorithms provided by Amazon SageMaker save the intermediate results of a model training job. This intermediate data is a valid model artifact. You can use the model artifacts that are saved when Amazon SageMaker stops a training job to create a model.

When it receives a StopTrainingJob request, Amazon SageMaker changes the status of the job to Stopping. After Amazon SageMaker stops the job, it sets the status to Stopped.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation StopTrainingJob for usage and error information.

Returned Error Codes:

* ErrCodeResourceNotFound "ResourceNotFound"
Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopTrainingJob

func (*SageMaker) StopTrainingJobRequest

func (c *SageMaker) StopTrainingJobRequest(input *StopTrainingJobInput) (req *request.Request, output *StopTrainingJobOutput)

StopTrainingJobRequest generates a "aws/request.Request" representing the client's request for the StopTrainingJob operation. The "output" return value will be populated with the request's response once the request completes successfuly.

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

func (c *SageMaker) StopTransformJob(input *StopTransformJobInput) (*StopTransformJobOutput, error)

StopTransformJob API operation for Amazon SageMaker Service.

Stops a transform job.

When Amazon SageMaker receives a StopTransformJob request, the status of the job changes to Stopping. After Amazon SageMaker stops the job, the status is set to Stopped. When you stop a transform job before it is completed, Amazon SageMaker doesn't store the job's output in Amazon S3.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation StopTransformJob for usage and error information.

Returned Error Codes:

* ErrCodeResourceNotFound "ResourceNotFound"
Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopTransformJob

func (*SageMaker) StopTransformJobRequest

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 successfuly.

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

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) UpdateEndpoint

func (c *SageMaker) UpdateEndpoint(input *UpdateEndpointInput) (*UpdateEndpointOutput, error)

UpdateEndpoint API operation for Amazon SageMaker Service.

Deploys the new EndpointConfig specified in the request, switches to using newly created endpoint, and then deletes resources provisioned for the endpoint using the previous EndpointConfig (there is no availability loss).

When Amazon SageMaker receives the request, it sets the endpoint status to Updating. After updating the endpoint, it sets the status to InService. To check the status of an endpoint, use the DescribeEndpoint (http://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html) API.

You cannot update an endpoint with the current EndpointConfig. To update an endpoint, you must create a new EndpointConfig.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation UpdateEndpoint for usage and error information.

Returned Error Codes:

* ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
You have exceeded an Amazon SageMaker resource limit. For example, you might
have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpoint

func (*SageMaker) UpdateEndpointRequest

func (c *SageMaker) UpdateEndpointRequest(input *UpdateEndpointInput) (req *request.Request, output *UpdateEndpointOutput)

UpdateEndpointRequest generates a "aws/request.Request" representing the client's request for the UpdateEndpoint operation. The "output" return value will be populated with the request's response once the request completes successfuly.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See UpdateEndpoint for more information on using the UpdateEndpoint API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.

// Example sending a request using the UpdateEndpointRequest method.
req, resp := client.UpdateEndpointRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpoint

func (*SageMaker) UpdateEndpointWeightsAndCapacities

func (c *SageMaker) UpdateEndpointWeightsAndCapacities(input *UpdateEndpointWeightsAndCapacitiesInput) (*UpdateEndpointWeightsAndCapacitiesOutput, error)

UpdateEndpointWeightsAndCapacities API operation for Amazon SageMaker Service.

Updates variant weight of one or more variants associated with an existing endpoint, or capacity of one variant associated with an existing endpoint. When it receives the request, Amazon SageMaker sets the endpoint status to Updating. After updating the endpoint, it sets the status to InService. To check the status of an endpoint, use the DescribeEndpoint (http://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html) API.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation UpdateEndpointWeightsAndCapacities for usage and error information.

Returned Error Codes:

* ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
You have exceeded an Amazon SageMaker resource limit. For example, you might
have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpointWeightsAndCapacities

func (*SageMaker) UpdateEndpointWeightsAndCapacitiesRequest

func (c *SageMaker) UpdateEndpointWeightsAndCapacitiesRequest(input *UpdateEndpointWeightsAndCapacitiesInput) (req *request.Request, output *UpdateEndpointWeightsAndCapacitiesOutput)

UpdateEndpointWeightsAndCapacitiesRequest generates a "aws/request.Request" representing the client's request for the UpdateEndpointWeightsAndCapacities operation. The "output" return value will be populated with the request's response once the request completes successfuly.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See UpdateEndpointWeightsAndCapacities for more information on using the UpdateEndpointWeightsAndCapacities API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic.

// Example sending a request using the UpdateEndpointWeightsAndCapacitiesRequest method.
req, resp := client.UpdateEndpointWeightsAndCapacitiesRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpointWeightsAndCapacities

func (*SageMaker) UpdateEndpointWeightsAndCapacitiesWithContext

func (c *SageMaker) UpdateEndpointWeightsAndCapacitiesWithContext(ctx aws.Context, input *UpdateEndpointWeightsAndCapacitiesInput, opts ...request.Option) (*UpdateEndpointWeightsAndCapacitiesOutput, error)

UpdateEndpointWeightsAndCapacitiesWithContext is the same as UpdateEndpointWeightsAndCapacities with the addition of the ability to pass a context and additional request options.

See UpdateEndpointWeightsAndCapacities for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) UpdateEndpointWithContext

func (c *SageMaker) UpdateEndpointWithContext(ctx aws.Context, input *UpdateEndpointInput, opts ...request.Option) (*UpdateEndpointOutput, error)

UpdateEndpointWithContext is the same as UpdateEndpoint with the addition of the ability to pass a context and additional request options.

See UpdateEndpoint for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) UpdateNotebookInstance

func (c *SageMaker) UpdateNotebookInstance(input *UpdateNotebookInstanceInput) (*UpdateNotebookInstanceOutput, error)

UpdateNotebookInstance API operation for Amazon SageMaker Service.

Updates a notebook instance. NotebookInstance updates include upgrading or downgrading the ML compute instance used for your notebook instance to accommodate changes in your workload requirements. You can also update the VPC security groups.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation UpdateNotebookInstance for usage and error information.

Returned Error Codes:

* ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
You have exceeded an Amazon SageMaker resource limit. For example, you might
have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateNotebookInstance

func (*SageMaker) UpdateNotebookInstanceLifecycleConfig

func (c *SageMaker) UpdateNotebookInstanceLifecycleConfig(input *UpdateNotebookInstanceLifecycleConfigInput) (*UpdateNotebookInstanceLifecycleConfigOutput, error)

UpdateNotebookInstanceLifecycleConfig API operation for Amazon SageMaker Service.

Updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig API.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation UpdateNotebookInstanceLifecycleConfig for usage and error information.

Returned Error Codes:

* ErrCodeResourceLimitExceeded "ResourceLimitExceeded"
You have exceeded an Amazon SageMaker resource limit. For example, you might
have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateNotebookInstanceLifecycleConfig

func (*SageMaker) UpdateNotebookInstanceLifecycleConfigRequest

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 successfuly.

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

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 successfuly.

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) WaitUntilEndpointDeleted

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

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

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

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

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

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

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

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

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

func (c *SageMaker) WaitUntilNotebookInstanceStoppedWithContext(ctx aws.Context, input *DescribeNotebookInstanceInput, opts ...request.WaiterOption) error

WaitUntilNotebookInstanceStoppedWithContext is an extended version of WaitUntilNotebookInstanceStopped. With the support for passing in a context and options to configure the Waiter and the underlying request options.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) WaitUntilTrainingJobCompletedOrStopped

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

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.

type SecondaryStatusTransition

type SecondaryStatusTransition struct {

    // A timestamp that shows when the secondary status has ended and the job has
    // transitioned into another secondary status. The EndTime timestamp is also
    // set after the training job has ended.
    EndTime *time.Time `type:"timestamp"`

    // A timestamp that shows when the training job has entered this secondary status.
    //
    // StartTime is a required field
    StartTime *time.Time `type:"timestamp" required:"true"`

    // Provides granular information about the system state. For more information,
    // see SecondaryStatus under the DescribeTrainingJob response elements.
    //
    // Status is a required field
    Status *string `type:"string" required:"true" enum:"SecondaryStatus"`

    // Shows a brief description and other information about the secondary status.
    // For example, the LaunchingMLInstances secondary status could show a status
    // message of "Insufficent capacity error while launching instances".
    StatusMessage *string `type:"string"`
    // contains filtered or unexported fields
}

Specifies a secondary status the job has transitioned into. It includes a start timestamp and later an end timestamp. The end timestamp is added either after the job transitions to a different secondary status or after the job has ended.

func (SecondaryStatusTransition) GoString

func (s SecondaryStatusTransition) GoString() string

GoString returns the string representation

func (*SecondaryStatusTransition) SetEndTime

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

SetEndTime sets the EndTime field's value.

func (*SecondaryStatusTransition) SetStartTime

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

SetStartTime sets the StartTime field's value.

func (*SecondaryStatusTransition) SetStatus

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

SetStatus sets the Status field's value.

func (*SecondaryStatusTransition) SetStatusMessage

func (s *SecondaryStatusTransition) SetStatusMessage(v string) *SecondaryStatusTransition

SetStatusMessage sets the StatusMessage field's value.

func (SecondaryStatusTransition) String

func (s SecondaryStatusTransition) 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 StopHyperParameterTuningJobInput

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

func (s StopHyperParameterTuningJobInput) GoString() string

GoString returns the string representation

func (*StopHyperParameterTuningJobInput) SetHyperParameterTuningJobName

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

SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.

func (StopHyperParameterTuningJobInput) String

func (s StopHyperParameterTuningJobInput) String() string

String returns the string representation

func (*StopHyperParameterTuningJobInput) Validate

func (s *StopHyperParameterTuningJobInput) Validate() error

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

type StopHyperParameterTuningJobOutput

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

func (StopHyperParameterTuningJobOutput) GoString

func (s StopHyperParameterTuningJobOutput) GoString() string

GoString returns the string representation

func (StopHyperParameterTuningJobOutput) String

func (s StopHyperParameterTuningJobOutput) String() string

String returns the string representation

type StopNotebookInstanceInput

type StopNotebookInstanceInput struct {

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

func (StopNotebookInstanceInput) GoString

func (s StopNotebookInstanceInput) GoString() string

GoString returns the string representation

func (*StopNotebookInstanceInput) SetNotebookInstanceName

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

SetNotebookInstanceName sets the NotebookInstanceName field's value.

func (StopNotebookInstanceInput) String

func (s StopNotebookInstanceInput) String() string

String returns the string representation

func (*StopNotebookInstanceInput) Validate

func (s *StopNotebookInstanceInput) Validate() error

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

type StopNotebookInstanceOutput

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

func (StopNotebookInstanceOutput) GoString

func (s StopNotebookInstanceOutput) GoString() string

GoString returns the string representation

func (StopNotebookInstanceOutput) String

func (s StopNotebookInstanceOutput) String() string

String returns the string representation

type StopTrainingJobInput

type StopTrainingJobInput struct {

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

func (StopTrainingJobInput) GoString

func (s StopTrainingJobInput) GoString() string

GoString returns the string representation

func (*StopTrainingJobInput) SetTrainingJobName

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

SetTrainingJobName sets the TrainingJobName field's value.

func (StopTrainingJobInput) String

func (s StopTrainingJobInput) String() string

String returns the string representation

func (*StopTrainingJobInput) Validate

func (s *StopTrainingJobInput) Validate() error

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

type StopTrainingJobOutput

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

func (StopTrainingJobOutput) GoString

func (s StopTrainingJobOutput) GoString() string

GoString returns the string representation

func (StopTrainingJobOutput) String

func (s StopTrainingJobOutput) String() string

String returns the string representation

type StopTransformJobInput

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

func (s StopTransformJobInput) GoString() string

GoString returns the string representation

func (*StopTransformJobInput) SetTransformJobName

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

SetTransformJobName sets the TransformJobName field's value.

func (StopTransformJobInput) String

func (s StopTransformJobInput) String() string

String returns the string representation

func (*StopTransformJobInput) Validate

func (s *StopTransformJobInput) Validate() error

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

type StopTransformJobOutput

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

func (StopTransformJobOutput) GoString

func (s StopTransformJobOutput) GoString() string

GoString returns the string representation

func (StopTransformJobOutput) String

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 job can run. If
    // model training does not complete during this time, Amazon SageMaker ends
    // the job. If value is not specified, default value is 1 day. Maximum value
    // is 5 days.
    MaxRuntimeInSeconds *int64 `min:"1" type:"integer"`
    // contains filtered or unexported fields
}

Specifies how long model training can run. When model training reaches the limit, Amazon SageMaker ends the training job. Use this API to cap model training cost.

To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which delays job termination for120 seconds. Algorithms might use this 120-second window to save the model artifacts, so the results of training is not lost.

Training algorithms provided by Amazon SageMaker automatically saves the intermediate results of a model training job (it is best effort case, as model might not be ready to save as some stages, for example training just started). This intermediate data is a valid model artifact. You can use it to create a model (CreateModel).

func (StoppingCondition) GoString

func (s StoppingCondition) GoString() string

GoString returns the string representation

func (*StoppingCondition) SetMaxRuntimeInSeconds

func (s *StoppingCondition) SetMaxRuntimeInSeconds(v int64) *StoppingCondition

SetMaxRuntimeInSeconds sets the MaxRuntimeInSeconds field's value.

func (StoppingCondition) String

func (s StoppingCondition) String() string

String returns the string representation

func (*StoppingCondition) Validate

func (s *StoppingCondition) Validate() error

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

type 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 TrainingJobStatusCounters

type TrainingJobStatusCounters struct {

    // The number of completed training jobs launched by a 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

func (s TrainingJobStatusCounters) GoString() string

GoString returns the string representation

func (*TrainingJobStatusCounters) SetCompleted

func (s *TrainingJobStatusCounters) SetCompleted(v int64) *TrainingJobStatusCounters

SetCompleted sets the Completed field's value.

func (*TrainingJobStatusCounters) SetInProgress

func (s *TrainingJobStatusCounters) SetInProgress(v int64) *TrainingJobStatusCounters

SetInProgress sets the InProgress field's value.

func (*TrainingJobStatusCounters) SetNonRetryableError

func (s *TrainingJobStatusCounters) SetNonRetryableError(v int64) *TrainingJobStatusCounters

SetNonRetryableError sets the NonRetryableError field's value.

func (*TrainingJobStatusCounters) SetRetryableError

func (s *TrainingJobStatusCounters) SetRetryableError(v int64) *TrainingJobStatusCounters

SetRetryableError sets the RetryableError field's value.

func (*TrainingJobStatusCounters) SetStopped

func (s *TrainingJobStatusCounters) SetStopped(v int64) *TrainingJobStatusCounters

SetStopped sets the Stopped field's value.

func (TrainingJobStatusCounters) String

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 TransformDataSource

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

func (s TransformDataSource) GoString() string

GoString returns the string representation

func (*TransformDataSource) SetS3DataSource

func (s *TransformDataSource) SetS3DataSource(v *TransformS3DataSource) *TransformDataSource

SetS3DataSource sets the S3DataSource field's value.

func (TransformDataSource) String

func (s TransformDataSource) String() string

String returns the string representation

func (*TransformDataSource) Validate

func (s *TransformDataSource) Validate() error

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

type TransformInput

type TransformInput struct {

    // Compressing data helps save on storage space. If your transform data is compressed,
    // specify the compression type.and Amazon SageMaker will automatically decompress
    // the data for the transform job accordingly. The default value is None.
    CompressionType *string `type:"string" enum:"CompressionType"`

    // The multipurpose internet mail extension (MIME) type of the data. Amazon
    // SageMaker uses the MIME type with each http call to transfer data to the
    // transform job.
    ContentType *string `type:"string"`

    // Describes the location of the channel data, meaning the S3 location of the
    // input data that the model can consume.
    //
    // DataSource is a required field
    DataSource *TransformDataSource `type:"structure" required:"true"`

    // The method to use to split the transform job's data into smaller batches.
    // The default value is None. If you don't want to split the data, specify None.
    // If you want to split records on a newline character boundary, specify Line.
    // To split records according to the RecordIO format, specify RecordIO.
    //
    // Amazon SageMaker will send maximum number of records per batch in each request
    // up to the MaxPayloadInMB limit. For more information, see RecordIO data format
    // (http://mxnet.io/architecture/note_data_loading.html#data-format).
    //
    // For information about the RecordIO format, see Data Format (http://mxnet.io/architecture/note_data_loading.html#data-format).
    SplitType *string `type:"string" enum:"SplitType"`
    // contains filtered or unexported fields
}

Describes the input source of a transform job and the way the transform job consumes it.

func (TransformInput) GoString

func (s TransformInput) GoString() string

GoString returns the string representation

func (*TransformInput) SetCompressionType

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

SetCompressionType sets the CompressionType field's value.

func (*TransformInput) SetContentType

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

SetContentType sets the ContentType field's value.

func (*TransformInput) SetDataSource

func (s *TransformInput) SetDataSource(v *TransformDataSource) *TransformInput

SetDataSource sets the DataSource field's value.

func (*TransformInput) SetSplitType

func (s *TransformInput) SetSplitType(v string) *TransformInput

SetSplitType sets the SplitType field's value.

func (TransformInput) String

func (s TransformInput) String() string

String returns the string representation

func (*TransformInput) Validate

func (s *TransformInput) Validate() error

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

type TransformJobSummary

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 information for a transform job. Multiple TransformJobSummary objects are returned as a list after calling ListTransformJobs.

func (TransformJobSummary) GoString

func (s TransformJobSummary) GoString() string

GoString returns the string representation

func (*TransformJobSummary) SetCreationTime

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

SetCreationTime sets the CreationTime field's value.

func (*TransformJobSummary) SetFailureReason

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

SetFailureReason sets the FailureReason field's value.

func (*TransformJobSummary) SetLastModifiedTime

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*TransformJobSummary) SetTransformEndTime

func (s *TransformJobSummary) SetTransformEndTime(v time.Time) *TransformJobSummary

SetTransformEndTime sets the TransformEndTime field's value.

func (*TransformJobSummary) SetTransformJobArn

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

SetTransformJobArn sets the TransformJobArn field's value.

func (*TransformJobSummary) SetTransformJobName

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

SetTransformJobName sets the TransformJobName field's value.

func (*TransformJobSummary) SetTransformJobStatus

func (s *TransformJobSummary) SetTransformJobStatus(v string) *TransformJobSummary

SetTransformJobStatus sets the TransformJobStatus field's value.

func (TransformJobSummary) String

func (s TransformJobSummary) String() string

String returns the string representation

type TransformOutput

type TransformOutput struct {

    // The MIME type used to specify the output data. Amazon SageMaker uses the
    // MIME type with each http call to transfer data from the transform job.
    Accept *string `type:"string"`

    // Defines how to assemble the results of the transform job as a single S3 object.
    // You should select a format that is most convenient to you. To concatenate
    // the results in binary format, specify None. To add a newline character at
    // the end of every transformed record, specify Line. To assemble the output
    // in RecordIO format, specify RecordIO. The default value is None.
    //
    // For information about the RecordIO format, see Data Format (http://mxnet.io/architecture/note_data_loading.html#data-format).
    AssembleWith *string `type:"string" enum:"AssemblyType"`

    // The AWS Key Management Service (AWS KMS) key for Amazon S3 server-side encryption
    // that Amazon SageMaker uses to encrypt the transformed data.
    //
    // If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS
    // key for Amazon S3 for your role's account. For more information, see KMS-Managed
    // Encryption Keys (https://docs.aws.amazon.com/AmazonS3/latest/dev/UsingKMSEncryption.html)
    // in the Amazon Simple Storage Service Developer Guide.
    //
    // The KMS key policy must grant permission to the IAM role that you specify
    // in your CreateTramsformJob request. For more information, see Using Key Policies
    // in AWS KMS (http://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html)
    // in the AWS Key Management Service Developer Guide.
    KmsKeyId *string `type:"string"`

    // The Amazon S3 path where you want Amazon SageMaker to store the results of
    // the transform job. For example, s3://bucket-name/key-name-prefix.
    //
    // For every S3 object used as input for the transform job, the transformed
    // data is stored in a corresponding subfolder in the location under the output
    // prefix. For example, the input data s3://bucket-name/input-name-prefix/dataset01/data.csv
    // will have the transformed data stored at s3://bucket-name/key-name-prefix/dataset01/,
    // based on the original name, as a series of .part files (.part0001, part0002,
    // etc).
    //
    // S3OutputPath is a required field
    S3OutputPath *string `type:"string" required:"true"`
    // contains filtered or unexported fields
}

Describes the results of a transform job output.

func (TransformOutput) GoString

func (s TransformOutput) GoString() string

GoString returns the string representation

func (*TransformOutput) SetAccept

func (s *TransformOutput) SetAccept(v string) *TransformOutput

SetAccept sets the Accept field's value.

func (*TransformOutput) SetAssembleWith

func (s *TransformOutput) SetAssembleWith(v string) *TransformOutput

SetAssembleWith sets the AssembleWith field's value.

func (*TransformOutput) SetKmsKeyId

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

SetKmsKeyId sets the KmsKeyId field's value.

func (*TransformOutput) SetS3OutputPath

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

SetS3OutputPath sets the S3OutputPath field's value.

func (TransformOutput) String

func (s TransformOutput) String() string

String returns the string representation

func (*TransformOutput) Validate

func (s *TransformOutput) Validate() error

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

type TransformResources

type TransformResources struct {

    // The number of ML compute instances to use in the transform job. For distributed
    // transform, provide a value greater than 1. The default value is 1.
    //
    // InstanceCount is a required field
    InstanceCount *int64 `min:"1" type:"integer" required:"true"`

    // The ML compute instance type for the transform job. For using built-in algorithms
    // to transform moderately sized datasets, ml.m4.xlarge or ml.m5.large should
    // suffice. There is no default value for InstanceType.
    //
    // InstanceType is a required field
    InstanceType *string `type:"string" required:"true" enum:"TransformInstanceType"`
    // contains filtered or unexported fields
}

Describes the resources, including ML instance types and ML instance count, to use for transform job.

func (TransformResources) GoString

func (s TransformResources) GoString() string

GoString returns the string representation

func (*TransformResources) SetInstanceCount

func (s *TransformResources) SetInstanceCount(v int64) *TransformResources

SetInstanceCount sets the InstanceCount field's value.

func (*TransformResources) SetInstanceType

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

SetInstanceType sets the InstanceType field's value.

func (TransformResources) String

func (s TransformResources) String() string

String returns the string representation

func (*TransformResources) Validate

func (s *TransformResources) Validate() error

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

type TransformS3DataSource

type TransformS3DataSource struct {

    // If you choose S3Prefix, S3Uri identifies a key name prefix. Amazon SageMaker
    // uses all objects with the specified key name prefix for batch transform.
    //
    // If you choose ManifestFile, S3Uri identifies an object that is a manifest
    // file containing a list of object keys that you want Amazon SageMaker to use
    // for batch transform.
    //
    // S3DataType is a required field
    S3DataType *string `type:"string" required:"true" enum:"S3DataType"`

    // Depending on the value specified for the S3DataType, identifies either a
    // key name prefix or a manifest. For example:
    //
    //    *  A key name prefix might look like this: s3://bucketname/exampleprefix.
    //
    //
    //    *  A manifest might look like this: s3://bucketname/example.manifest
    //
    //  The manifest is an S3 object which is a JSON file with the following format:
    //
    //
    // [
    //
    //  {"prefix": "s3://customer_bucket/some/prefix/"},
    //
    //  "relative/path/to/custdata-1",
    //
    //  "relative/path/custdata-2",
    //
    //  ...
    //
    //  ]
    //
    //  The preceding JSON matches the following S3Uris:
    //
    // s3://customer_bucket/some/prefix/relative/path/to/custdata-1
    //
    // s3://customer_bucket/some/prefix/relative/path/custdata-1
    //
    // ...
    //
    //  The complete set of S3Uris in this manifest constitutes the input data for
    //    the channel for this datasource. The object that each S3Uris points to
    //    must be readable by the IAM role that Amazon SageMaker uses to perform
    //    tasks on your behalf.
    //
    // S3Uri is a required field
    S3Uri *string `type:"string" required:"true"`
    // contains filtered or unexported fields
}

Describes the S3 data source.

func (TransformS3DataSource) GoString

func (s TransformS3DataSource) GoString() string

GoString returns the string representation

func (*TransformS3DataSource) SetS3DataType

func (s *TransformS3DataSource) SetS3DataType(v string) *TransformS3DataSource

SetS3DataType sets the S3DataType field's value.

func (*TransformS3DataSource) SetS3Uri

func (s *TransformS3DataSource) SetS3Uri(v string) *TransformS3DataSource

SetS3Uri sets the S3Uri field's value.

func (TransformS3DataSource) String

func (s TransformS3DataSource) String() string

String returns the string representation

func (*TransformS3DataSource) Validate

func (s *TransformS3DataSource) Validate() error

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

type UpdateEndpointInput

type UpdateEndpointInput struct {

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

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

func (UpdateEndpointInput) GoString

func (s UpdateEndpointInput) GoString() string

GoString returns the string representation

func (*UpdateEndpointInput) SetEndpointConfigName

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

SetEndpointConfigName sets the EndpointConfigName field's value.

func (*UpdateEndpointInput) SetEndpointName

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

SetEndpointName sets the EndpointName field's value.

func (UpdateEndpointInput) String

func (s UpdateEndpointInput) String() string

String returns the string representation

func (*UpdateEndpointInput) Validate

func (s *UpdateEndpointInput) Validate() error

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

type UpdateEndpointOutput

type UpdateEndpointOutput struct {

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

func (UpdateEndpointOutput) GoString

func (s UpdateEndpointOutput) GoString() string

GoString returns the string representation

func (*UpdateEndpointOutput) SetEndpointArn

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

SetEndpointArn sets the EndpointArn field's value.

func (UpdateEndpointOutput) String

func (s UpdateEndpointOutput) String() string

String returns the string representation

type UpdateEndpointWeightsAndCapacitiesInput

type UpdateEndpointWeightsAndCapacitiesInput struct {

    // An object that provides new capacity and weight values for a variant.
    //
    // DesiredWeightsAndCapacities is a required field
    DesiredWeightsAndCapacities []*DesiredWeightAndCapacity `min:"1" type:"list" required:"true"`

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

func (UpdateEndpointWeightsAndCapacitiesInput) GoString

func (s UpdateEndpointWeightsAndCapacitiesInput) GoString() string

GoString returns the string representation

func (*UpdateEndpointWeightsAndCapacitiesInput) SetDesiredWeightsAndCapacities

func (s *UpdateEndpointWeightsAndCapacitiesInput) SetDesiredWeightsAndCapacities(v []*DesiredWeightAndCapacity) *UpdateEndpointWeightsAndCapacitiesInput

SetDesiredWeightsAndCapacities sets the DesiredWeightsAndCapacities field's value.

func (*UpdateEndpointWeightsAndCapacitiesInput) SetEndpointName

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

SetEndpointName sets the EndpointName field's value.

func (UpdateEndpointWeightsAndCapacitiesInput) String

func (s UpdateEndpointWeightsAndCapacitiesInput) String() string

String returns the string representation

func (*UpdateEndpointWeightsAndCapacitiesInput) Validate

func (s *UpdateEndpointWeightsAndCapacitiesInput) Validate() error

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

type UpdateEndpointWeightsAndCapacitiesOutput

type UpdateEndpointWeightsAndCapacitiesOutput struct {

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

func (UpdateEndpointWeightsAndCapacitiesOutput) GoString

func (s UpdateEndpointWeightsAndCapacitiesOutput) GoString() string

GoString returns the string representation

func (*UpdateEndpointWeightsAndCapacitiesOutput) SetEndpointArn

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

SetEndpointArn sets the EndpointArn field's value.

func (UpdateEndpointWeightsAndCapacitiesOutput) String

func (s UpdateEndpointWeightsAndCapacitiesOutput) String() string

String returns the string representation

type UpdateNotebookInstanceInput

type UpdateNotebookInstanceInput struct {

    // Set to true to remove the notebook instance lifecycle configuration currently
    // associated with the notebook instance.
    DisassociateLifecycleConfig *bool `type:"boolean"`

    // The Amazon ML compute instance type.
    InstanceType *string `type:"string" enum:"InstanceType"`

    // The name of a lifecycle configuration to associate with the notebook instance.
    // For information about lifestyle configurations, see notebook-lifecycle-config.
    LifecycleConfigName *string `type:"string"`

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

    // The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker can
    // assume to access the notebook instance. For more information, see Amazon
    // SageMaker Roles (http://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html).
    //
    // To be able to pass this role to Amazon SageMaker, the caller of this API
    // must have the iam:PassRole permission.
    RoleArn *string `min:"20" type:"string"`
    // contains filtered or unexported fields
}

func (UpdateNotebookInstanceInput) GoString

func (s UpdateNotebookInstanceInput) GoString() string

GoString returns the string representation

func (*UpdateNotebookInstanceInput) SetDisassociateLifecycleConfig

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

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) 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

type UpdateNotebookInstanceLifecycleConfigInput struct {

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

    // The shell script that runs only once, when you create a notebook instance
    OnCreate []*NotebookInstanceLifecycleHook `type:"list"`

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

func (UpdateNotebookInstanceLifecycleConfigInput) GoString

func (s UpdateNotebookInstanceLifecycleConfigInput) GoString() string

GoString returns the string representation

func (*UpdateNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName

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

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (*UpdateNotebookInstanceLifecycleConfigInput) SetOnCreate

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

SetOnCreate sets the OnCreate field's value.

func (*UpdateNotebookInstanceLifecycleConfigInput) SetOnStart

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

SetOnStart sets the OnStart field's value.

func (UpdateNotebookInstanceLifecycleConfigInput) String

func (s UpdateNotebookInstanceLifecycleConfigInput) String() string

String returns the string representation

func (*UpdateNotebookInstanceLifecycleConfigInput) Validate

func (s *UpdateNotebookInstanceLifecycleConfigInput) Validate() error

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

type UpdateNotebookInstanceLifecycleConfigOutput

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

func (UpdateNotebookInstanceLifecycleConfigOutput) GoString

func (s UpdateNotebookInstanceLifecycleConfigOutput) GoString() string

GoString returns the string representation

func (UpdateNotebookInstanceLifecycleConfigOutput) String

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 VpcConfig

type VpcConfig struct {

    // The VPC security group IDs, in the form sg-xxxxxxxx. Specify the security
    // groups for the VPC that is specified in the Subnets field.
    //
    // SecurityGroupIds is a required field
    SecurityGroupIds []*string `min:"1" type:"list" required:"true"`

    // The ID of the subnets in the VPC to which you want to connect your training
    // job or model.
    //
    // Subnets is a required field
    Subnets []*string `min:"1" type:"list" required:"true"`
    // contains filtered or unexported fields
}

Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC. For more information, see host-vpc and train-vpc.

func (VpcConfig) GoString

func (s VpcConfig) GoString() string

GoString returns the string representation

func (*VpcConfig) SetSecurityGroupIds

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

SetSecurityGroupIds sets the SecurityGroupIds field's value.

func (*VpcConfig) SetSubnets

func (s *VpcConfig) SetSubnets(v []*string) *VpcConfig

SetSubnets sets the Subnets field's value.

func (VpcConfig) String

func (s VpcConfig) String() string

String returns the string representation

func (*VpcConfig) Validate

func (s *VpcConfig) Validate() error

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