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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
    CreateModel
    CreateModelRequest
    CreateModelWithContext
    CreateNotebookInstance
    CreateNotebookInstanceRequest
    CreateNotebookInstanceWithContext
    CreatePresignedNotebookInstanceUrl
    CreatePresignedNotebookInstanceUrlRequest
    CreatePresignedNotebookInstanceUrlWithContext
    CreateTrainingJob
    CreateTrainingJobRequest
    CreateTrainingJobWithContext
    DeleteEndpoint
    DeleteEndpointConfig
    DeleteEndpointConfigRequest
    DeleteEndpointConfigWithContext
    DeleteEndpointRequest
    DeleteEndpointWithContext
    DeleteModel
    DeleteModelRequest
    DeleteModelWithContext
    DeleteNotebookInstance
    DeleteNotebookInstanceRequest
    DeleteNotebookInstanceWithContext
    DeleteTags
    DeleteTagsRequest
    DeleteTagsWithContext
    DescribeEndpoint
    DescribeEndpointConfig
    DescribeEndpointConfigRequest
    DescribeEndpointConfigWithContext
    DescribeEndpointRequest
    DescribeEndpointWithContext
    DescribeModel
    DescribeModelRequest
    DescribeModelWithContext
    DescribeNotebookInstance
    DescribeNotebookInstanceRequest
    DescribeNotebookInstanceWithContext
    DescribeTrainingJob
    DescribeTrainingJobRequest
    DescribeTrainingJobWithContext
    ListEndpointConfigs
    ListEndpointConfigsPagesWithContext
    ListEndpointConfigsRequest
    ListEndpointConfigsWithContext
    ListEndpoints
    ListEndpointsPagesWithContext
    ListEndpointsRequest
    ListEndpointsWithContext
    ListModels
    ListModelsPagesWithContext
    ListModelsRequest
    ListModelsWithContext
    ListNotebookInstances
    ListNotebookInstancesPagesWithContext
    ListNotebookInstancesRequest
    ListNotebookInstancesWithContext
    ListTags
    ListTagsPagesWithContext
    ListTagsRequest
    ListTagsWithContext
    ListTrainingJobs
    ListTrainingJobsPagesWithContext
    ListTrainingJobsRequest
    ListTrainingJobsWithContext
    StartNotebookInstance
    StartNotebookInstanceRequest
    StartNotebookInstanceWithContext
    StopNotebookInstance
    StopNotebookInstanceRequest
    StopNotebookInstanceWithContext
    StopTrainingJob
    StopTrainingJobRequest
    StopTrainingJobWithContext
    UpdateEndpoint
    UpdateEndpointRequest
    UpdateEndpointWeightsAndCapacities
    UpdateEndpointWeightsAndCapacitiesRequest
    UpdateEndpointWeightsAndCapacitiesWithContext
    UpdateEndpointWithContext
    UpdateNotebookInstance
    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 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 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 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
type CreateModelOutput
func (s *CreateModelOutput) SetModelArn(v string) *CreateModelOutput
type CreateNotebookInstanceInput
func (s *CreateNotebookInstanceInput) SetInstanceType(v string) *CreateNotebookInstanceInput
func (s *CreateNotebookInstanceInput) SetKmsKeyId(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 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
type CreateTrainingJobOutput
func (s *CreateTrainingJobOutput) SetTrainingJobArn(v string) *CreateTrainingJobOutput
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 DeleteNotebookInstanceOutput
type DeleteTagsInput
func (s *DeleteTagsInput) SetResourceArn(v string) *DeleteTagsInput
func (s *DeleteTagsInput) SetTagKeys(v []*string) *DeleteTagsInput
type DeleteTagsOutput
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 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
type DescribeNotebookInstanceInput
func (s *DescribeNotebookInstanceInput) SetNotebookInstanceName(v string) *DescribeNotebookInstanceInput
type DescribeNotebookInstanceOutput
func (s *DescribeNotebookInstanceOutput) SetCreationTime(v time.Time) *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) 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) 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
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 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 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 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) 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 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 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 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) SetNotebookInstanceName(v string) *NotebookInstanceSummary
func (s *NotebookInstanceSummary) SetNotebookInstanceStatus(v string) *NotebookInstanceSummary
func (s *NotebookInstanceSummary) SetUrl(v string) *NotebookInstanceSummary
type OutputDataConfig
func (s *OutputDataConfig) SetKmsKeyId(v string) *OutputDataConfig
func (s *OutputDataConfig) SetS3OutputPath(v string) *OutputDataConfig
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) 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 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 StartNotebookInstanceInput
func (s *StartNotebookInstanceInput) SetNotebookInstanceName(v string) *StartNotebookInstanceInput
type StartNotebookInstanceOutput
type StopNotebookInstanceInput
func (s *StopNotebookInstanceInput) SetNotebookInstanceName(v string) *StopNotebookInstanceInput
type StopNotebookInstanceOutput
type StopTrainingJobInput
func (s *StopTrainingJobInput) SetTrainingJobName(v string) *StopTrainingJobInput
type StopTrainingJobOutput
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 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 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) SetInstanceType(v string) *UpdateNotebookInstanceInput
func (s *UpdateNotebookInstanceInput) SetNotebookInstanceName(v string) *UpdateNotebookInstanceInput
func (s *UpdateNotebookInstanceInput) SetRoleArn(v string) *UpdateNotebookInstanceInput
type UpdateNotebookInstanceOutput

Constants ▾

const (
    // CompressionTypeNone is a CompressionType enum value
    CompressionTypeNone = "None"

    // CompressionTypeGzip is a CompressionType enum value
    CompressionTypeGzip = "Gzip"
)
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 (
    // InstanceTypeMlT2Medium is a InstanceType enum value
    InstanceTypeMlT2Medium = "ml.t2.medium"

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

    // InstanceTypeMlP2Xlarge is a InstanceType enum value
    InstanceTypeMlP2Xlarge = "ml.p2.xlarge"
)
const (
    // ModelSortKeyName is a ModelSortKey enum value
    ModelSortKeyName = "Name"

    // ModelSortKeyCreationTime is a ModelSortKey enum value
    ModelSortKeyCreationTime = "CreationTime"
)
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"
)
const (
    // OrderKeyAscending is a OrderKey enum value
    OrderKeyAscending = "Ascending"

    // OrderKeyDescending is a OrderKey enum value
    OrderKeyDescending = "Descending"
)
const (
    // ProductionVariantInstanceTypeMlC42xlarge is a ProductionVariantInstanceType enum value
    ProductionVariantInstanceTypeMlC42xlarge = "ml.c4.2xlarge"

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

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

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

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

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

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

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

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

    // ProductionVariantInstanceTypeMlT2Medium is a ProductionVariantInstanceType enum value
    ProductionVariantInstanceTypeMlT2Medium = "ml.t2.medium"
)
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"

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

    // 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 (
    // 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"

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

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

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

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

    // 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 (
    // 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 (

    // 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" // Service endpoint prefix API calls made to.
    EndpointsID = ServiceName // Service ID for Regions and Endpoints metadata.
)

Service information constants

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 using your own algorithms, see Docker Registry Paths
    // for Algorithms Provided by Amazon SageMaker  (http://docs.aws.amazon.com/sagemaker/latest/dg/algos-docker-registry-paths.html).
    //
    // 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 accomodate 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 Bring Your Own Algorithms (http://docs.aws.amazon.com/sagemaker/latest/dg/adv-topics-own-algo.html).

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 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 caseAmazon 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. 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).
    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 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 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. 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).
    //
    // 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 into production.
    //
    // 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"`
    // 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) 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 {

    // 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 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).
    //
    // 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) 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) 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 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 Bring Your Own Algorithms
    //  (http://docs.aws.amazon.com/sagemaker/latest/dg/adv-topics-own-algo.html).
    //
    // AlgorithmSpecification is a required field
    AlgorithmSpecification *AlgorithmSpecification `type:"structure" required:"true"`

    // Algorithm-specific parameters. You set hyperparameters before you start the
    // learning process. Hyperparameters influence the quality of the 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).
    //
    // 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).
    //
    // 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. It appears in the Amazon SageMaker console.
    //
    // TrainingJobName is a required field
    TrainingJobName *string `min:"1" type:"string" required:"true"`
    // 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) 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 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 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 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" timestampFormat:"unix" 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" timestampFormat:"unix" 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" timestampFormat:"unix" required:"true"`

    // An array of ProductionVariant 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 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" timestampFormat:"unix" 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"`
    // 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) 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 DescribeNotebookInstanceOutput

type DescribeNotebookInstanceOutput struct {

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

    // If staus 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" timestampFormat:"unix"`

    // 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"`

    // 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) 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) 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" timestampFormat:"unix" 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" timestampFormat:"unix"`

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

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

    // A timestamp that indicates when model training ended.
    TrainingEndTime *time.Time `type:"timestamp" timestampFormat:"unix"`

    // 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"`

    // A timestamp that indicates when training started.
    TrainingStartTime *time.Time `type:"timestamp" timestampFormat:"unix"`
    // 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) 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) String

func (s DescribeTrainingJobOutput) 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" timestampFormat:"unix" 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" timestampFormat:"unix" 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" timestampFormat:"unix" 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 ListEndpointConfigsInput

type ListEndpointConfigsInput struct {

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

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

    // 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" timestampFormat:"unix"`

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

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

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

    // 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 ListModelsInput

type ListModelsInput struct {

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

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

    // 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 ListNotebookInstancesInput

type ListNotebookInstancesInput struct {

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

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

    // A filter that returns only notebook instances that were modified after the
    // specified time (timestamp).
    LastModifiedTimeAfter *time.Time `type:"timestamp" timestampFormat:"unix"`

    // A filter that returns only notebook instances that were modified before the
    // specified time (timestamp).
    LastModifiedTimeBefore *time.Time `type:"timestamp" timestampFormat:"unix"`

    // 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"`

    // 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) 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 ListTrainingJobsInput

type ListTrainingJobsInput struct {

    // A filter that only training jobs created after the specified time (timestamp).
    CreationTimeAfter *time.Time `type:"timestamp" timestampFormat:"unix"`

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

    // A filter that returns only training jobs modified after the specified time
    // (timestamp).
    LastModifiedTimeAfter *time.Time `type:"timestamp" timestampFormat:"unix"`

    // A filter that returns only training jobs modified before the specified time
    // (timestamp).
    LastModifiedTimeBefore *time.Time `type:"timestamp" timestampFormat:"unix"`

    // 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 models 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 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" timestampFormat:"unix" 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 NotebookInstanceSummary

type NotebookInstanceSummary struct {

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

    // 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" timestampFormat:"unix"`

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

    // 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) 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 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 the configuration of the output S3 bucket requires server-side encryption
    // for objects, and you don't provide the KMS key ID, Amazon SageMaker uses
    // the default service key. 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 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"`

    // The number of instances requested in the UpdateWeightAndCapacities request.
    DesiredInstanceCount *int64 `min:"1" type:"integer"`

    // The requested weight, as specified in the UpdateWeightAndCapacities 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 UpdateWeightAndCapacities 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) 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 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 complets 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).

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 complets 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 complets 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) 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 one or more containers. For each 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 into production.

Use this API to create a model only if you want to use Amazon SageMaker hosting services. 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.

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. 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 complets 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 an ML compute instance running on a Jupyter notebook.

In a CreateNotebookInstance request, you 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 an 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, 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) 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 complets 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 Juypter 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 complets 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 complets 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) 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.

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 DeleteEndpoingConfig 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 complets 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 complets 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 complets 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) 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 complets 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 complets 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 complets 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 complets 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) 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 complets 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) 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 complets 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 complets 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) 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 complets 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 complets 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) 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 complets 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) 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 complets 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 complets 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) 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 complets 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) 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 complets 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) 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 complets 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 complets 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) 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.

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 complets 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 complets 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) 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 complets 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 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 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 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 TrainingJobSummary

type TrainingJobSummary struct {

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

    // Timestamp when the training job was last modified.
    LastModifiedTime *time.Time `type:"timestamp" timestampFormat:"unix"`

    // 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" timestampFormat:"unix"`

    // 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 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 {

    // The Amazon ML compute instance type.
    InstanceType *string `type:"string" enum:"InstanceType"`

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

    // Amazon Resource Name (ARN) of the IAM role to associate with the instance.
    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) SetInstanceType

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

SetInstanceType sets the InstanceType 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 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