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.

ID to lookup a service endpoint with.

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".

HyperParameterTuningJobObjectiveTypeMaximize is a HyperParameterTuningJobObjectiveType enum value.

HyperParameterTuningJobObjectiveTypeMinimize is a HyperParameterTuningJobObjectiveType enum value.

HyperParameterTuningJobSortByOptionsCreationTime is a HyperParameterTuningJobSortByOptions enum value.

HyperParameterTuningJobSortByOptionsName is a HyperParameterTuningJobSortByOptions enum value.

HyperParameterTuningJobSortByOptionsStatus is a HyperParameterTuningJobSortByOptions enum value.

HyperParameterTuningJobStatusCompleted is a HyperParameterTuningJobStatus enum value.

HyperParameterTuningJobStatusFailed is a HyperParameterTuningJobStatus enum value.

HyperParameterTuningJobStatusInProgress is a HyperParameterTuningJobStatus enum value.

HyperParameterTuningJobStatusStopped is a HyperParameterTuningJobStatus enum value.

HyperParameterTuningJobStatusStopping is a HyperParameterTuningJobStatus enum value.

HyperParameterTuningJobStrategyTypeBayesian is a HyperParameterTuningJobStrategyType enum value.

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.

NotebookInstanceStatusUpdating is a NotebookInstanceStatus enum value.

ObjectiveStatusFailed is a ObjectiveStatus enum value.

ObjectiveStatusPending is a ObjectiveStatus enum value.

ObjectiveStatusSucceeded is a ObjectiveStatus 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.

ServiceID is a unique identifer of a specific service.

Name of service.

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.

TrainingJobSortByOptionsCreationTime is a TrainingJobSortByOptions enum value.

TrainingJobSortByOptionsFinalObjectiveMetricValue is a TrainingJobSortByOptions enum value.

TrainingJobSortByOptionsName is a TrainingJobSortByOptions enum value.

TrainingJobSortByOptionsStatus is a TrainingJobSortByOptions 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 list of categorical hyperparameters to tune.

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

Describes the container, as part of model definition.

A list of continuous hyperparameters to tune.

Describes the location of the channel data.

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

Specifies weight and capacity values for a production variant.

Provides summary information for an endpoint configuration.

Provides summary information for an endpoint.

Shows the final value for the objective metric for a training job that was launched by a hyperparameter tuning job.

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

Defines the training jobs launched by a hyperparameter tuning job.

Specifies summary information about a training job.

Configures a hyperparameter tuning job.

Defines the objective metric for a hyperparameter tuning job.

Provides summary information about a hyperparameter tuning job.

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

Specifies a metric that the training algorithm writes to stderr or stdout.

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.

Specifies the number of training jobs that this hyperparameter tuning job launched, categorized by the status of their objective metric.

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

Specifies ranges of integer, continuous, and categorical hyperparameters that a hyperparameter tuning job searches.

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.

Specifies the maximum number of training jobs and parallel training jobs that a hyperparameter tuning job can launch.

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.

The numbers of training jobs launched by a hyperparameter tuning job, categorized by status.

Provides summary information about a training job.

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