Package sagemakeriface provides an interface to enable mocking the Amazon SageMaker Service service client for testing your code.

New creates a new instance of the SageMaker client with a session.

CompressionTypeGzip is a CompressionType enum value.

CompressionTypeNone is a CompressionType enum value.

DirectInternetAccessDisabled is a DirectInternetAccess enum value.

DirectInternetAccessEnabled is a DirectInternetAccess enum value.

EndpointConfigSortKeyCreationTime is a EndpointConfigSortKey enum value.

EndpointConfigSortKeyName is a EndpointConfigSortKey enum value.

Service ID for Regions and Endpoints metadata.

EndpointSortKeyCreationTime is a EndpointSortKey enum value.

EndpointSortKeyName is a EndpointSortKey enum value.

EndpointSortKeyStatus is a EndpointSortKey enum value.

EndpointStatusCreating is a EndpointStatus enum value.

EndpointStatusDeleting is a EndpointStatus enum value.

EndpointStatusFailed is a EndpointStatus enum value.

EndpointStatusInService is a EndpointStatus enum value.

EndpointStatusOutOfService is a EndpointStatus enum value.

EndpointStatusRollingBack is a EndpointStatus enum value.

EndpointStatusUpdating is a EndpointStatus enum value.

ErrCodeResourceInUse for service response error code "ResourceInUse".

ErrCodeResourceLimitExceeded for service response error code "ResourceLimitExceeded".

ErrCodeResourceNotFound for service response error code "ResourceNotFound".

InstanceTypeMlM410xlarge is a InstanceType enum value.

InstanceTypeMlM416xlarge is a InstanceType enum value.

InstanceTypeMlM42xlarge is a InstanceType enum value.

InstanceTypeMlM44xlarge is a InstanceType enum value.

InstanceTypeMlM4Xlarge is a InstanceType enum value.

InstanceTypeMlP216xlarge is a InstanceType enum value.

InstanceTypeMlP28xlarge is a InstanceType enum value.

InstanceTypeMlP2Xlarge is a InstanceType enum value.

InstanceTypeMlP316xlarge is a InstanceType enum value.

InstanceTypeMlP32xlarge is a InstanceType enum value.

InstanceTypeMlP38xlarge is a InstanceType enum value.

InstanceTypeMlT22xlarge is a InstanceType enum value.

InstanceTypeMlT2Large is a InstanceType enum value.

InstanceTypeMlT2Medium is a InstanceType enum value.

InstanceTypeMlT2Xlarge is a InstanceType enum value.

ModelSortKeyCreationTime is a ModelSortKey enum value.

ModelSortKeyName is a ModelSortKey enum value.

NotebookInstanceLifecycleConfigSortKeyCreationTime is a NotebookInstanceLifecycleConfigSortKey enum value.

NotebookInstanceLifecycleConfigSortKeyLastModifiedTime is a NotebookInstanceLifecycleConfigSortKey enum value.

NotebookInstanceLifecycleConfigSortKeyName is a NotebookInstanceLifecycleConfigSortKey enum value.

NotebookInstanceLifecycleConfigSortOrderAscending is a NotebookInstanceLifecycleConfigSortOrder enum value.

NotebookInstanceLifecycleConfigSortOrderDescending is a NotebookInstanceLifecycleConfigSortOrder enum value.

NotebookInstanceSortKeyCreationTime is a NotebookInstanceSortKey enum value.

NotebookInstanceSortKeyName is a NotebookInstanceSortKey enum value.

NotebookInstanceSortKeyStatus is a NotebookInstanceSortKey enum value.

NotebookInstanceSortOrderAscending is a NotebookInstanceSortOrder enum value.

NotebookInstanceSortOrderDescending is a NotebookInstanceSortOrder enum value.

NotebookInstanceStatusDeleting is a NotebookInstanceStatus enum value.

NotebookInstanceStatusFailed is a NotebookInstanceStatus enum value.

NotebookInstanceStatusInService is a NotebookInstanceStatus enum value.

NotebookInstanceStatusPending is a NotebookInstanceStatus enum value.

NotebookInstanceStatusStopped is a NotebookInstanceStatus enum value.

NotebookInstanceStatusStopping is a NotebookInstanceStatus enum value.

OrderKeyAscending is a OrderKey enum value.

OrderKeyDescending is a OrderKey enum value.

ProductionVariantInstanceTypeMlC42xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlC44xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlC48xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlC4Large is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlC4Xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlC518xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlC52xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlC54xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlC59xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlC5Large is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlC5Xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlM410xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlM416xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlM42xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlM44xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlM4Xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlM512xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlM524xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlM52xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlM54xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlM5Large is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlM5Xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlP216xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlP28xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlP2Xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlP316xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlP32xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlP38xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlT22xlarge is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlT2Large is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlT2Medium is a ProductionVariantInstanceType enum value.

ProductionVariantInstanceTypeMlT2Xlarge is a ProductionVariantInstanceType enum value.

RecordWrapperNone is a RecordWrapper enum value.

RecordWrapperRecordIo is a RecordWrapper enum value.

S3DataDistributionFullyReplicated is a S3DataDistribution enum value.

S3DataDistributionShardedByS3key is a S3DataDistribution enum value.

S3DataTypeManifestFile is a S3DataType enum value.

S3DataTypeS3prefix is a S3DataType enum value.

SecondaryStatusCompleted is a SecondaryStatus enum value.

SecondaryStatusDownloading is a SecondaryStatus enum value.

SecondaryStatusFailed is a SecondaryStatus enum value.

SecondaryStatusMaxRuntimeExceeded is a SecondaryStatus enum value.

SecondaryStatusStarting is a SecondaryStatus enum value.

SecondaryStatusStopped is a SecondaryStatus enum value.

SecondaryStatusStopping is a SecondaryStatus enum value.

SecondaryStatusTraining is a SecondaryStatus enum value.

SecondaryStatusUploading is a SecondaryStatus enum value.

Service endpoint prefix API calls made to.

SortByCreationTime is a SortBy enum value.

SortByName is a SortBy enum value.

SortByStatus is a SortBy enum value.

SortOrderAscending is a SortOrder enum value.

SortOrderDescending is a SortOrder enum value.

TrainingInputModeFile is a TrainingInputMode enum value.

TrainingInputModePipe is a TrainingInputMode enum value.

TrainingInstanceTypeMlC42xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlC44xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlC48xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlC4Xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlC518xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlC52xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlC54xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlC59xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlC5Xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlM410xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlM416xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlM42xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlM44xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlM4Xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlM512xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlM524xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlM52xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlM54xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlM5Large is a TrainingInstanceType enum value.

TrainingInstanceTypeMlM5Xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlP216xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlP28xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlP2Xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlP316xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlP32xlarge is a TrainingInstanceType enum value.

TrainingInstanceTypeMlP38xlarge is a TrainingInstanceType enum value.

TrainingJobStatusCompleted is a TrainingJobStatus enum value.

TrainingJobStatusFailed is a TrainingJobStatus enum value.

TrainingJobStatusInProgress is a TrainingJobStatus enum value.

TrainingJobStatusStopped is a TrainingJobStatus enum value.

TrainingJobStatusStopping is a TrainingJobStatus enum value.

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

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

Describes the container, as part of model definition.

Describes the location of the channel data.

Specifies weight and capacity values for a production variant.

Provides summary information for an endpoint configuration.

Provides summary information for an endpoint.

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

Provides summary information about a model.

Provides a summary of a notebook instance lifecycle configuration.

Contains the notebook instance lifecycle configuration script.

Provides summary information for an Amazon SageMaker notebook instance.

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

Identifies a model that you want to host and the resources to deploy for hosting it.

Describes weight and capacities for a production variant associated with an endpoint.

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

Describes the S3 data source.

SageMaker provides the API operation methods for making requests to Amazon SageMaker Service.

Specifies how long model training can run.

Describes a tag.

Provides summary information about a training job.

Specifies a VPC that your training jobs and hosted models have access to.