Class: Aws::SageMaker::Types::ModelPackage

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::ModelPackage

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

A versioned model that can be deployed for SageMaker inference.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #additional_inference_specifications ⇒ Array<Types::AdditionalInferenceSpecificationDefinition>

  An array of additional Inference Specification objects.

• #approval_description ⇒ String

  A description provided when the model approval is set.

• #certify_for_marketplace ⇒ Boolean

  Whether the model package is to be certified to be listed on Amazon Web Services Marketplace.

• #created_by ⇒ Types::UserContext

  Information about the user who created or modified an experiment, trial, trial component, lineage group, or project.

• #creation_time ⇒ Time

  The time that the model package was created.

• #customer_metadata_properties ⇒ Hash<String,String>

  The metadata properties for the model package.

• #domain ⇒ String

  The machine learning domain of your model package and its components.

• #drift_check_baselines ⇒ Types::DriftCheckBaselines

  Represents the drift check baselines that can be used when the model monitor is set using the model package.

• #inference_specification ⇒ Types::InferenceSpecification

  Defines how to perform inference generation after a training job is run.

• #last_modified_by ⇒ Types::UserContext

  Information about the user who created or modified an experiment, trial, trial component, lineage group, or project.

• #last_modified_time ⇒ Time

  The last time the model package was modified.

• #metadata_properties ⇒ Types::MetadataProperties

  Metadata properties of the tracking entity, trial, or trial component.

• #model_approval_status ⇒ String

  The approval status of the model.

• #model_metrics ⇒ Types::ModelMetrics

  Metrics for the model.

• #model_package_arn ⇒ String

  The Amazon Resource Name (ARN) of the model package.

• #model_package_description ⇒ String

  The description of the model package.

• #model_package_group_name ⇒ String

  The model group to which the model belongs.

• #model_package_name ⇒ String

  The name of the model.

• #model_package_status ⇒ String

  The status of the model package.

• #model_package_status_details ⇒ Types::ModelPackageStatusDetails

  Specifies the validation and image scan statuses of the model package.

• #model_package_version ⇒ Integer

  The version number of a versioned model.

• #sample_payload_url ⇒ String

  The Amazon Simple Storage Service path where the sample payload are stored.

• #skip_model_validation ⇒ String

  Indicates if you want to skip model validation.

• #source_algorithm_specification ⇒ Types::SourceAlgorithmSpecification

  A list of algorithms that were used to create a model package.

• #source_uri ⇒ String

  The URI of the source for the model package.

• #tags ⇒ Array<Types::Tag>

  A list of the tags associated with the model package.

• #task ⇒ String

  The machine learning task your model package accomplishes.

• #validation_specification ⇒ Types::ModelPackageValidationSpecification

  Specifies batch transform jobs that SageMaker runs to validate your model package.

Instance Attribute Details

#additional_inference_specifications ⇒ Array<Types::AdditionalInferenceSpecificationDefinition>

An array of additional Inference Specification objects.

Returns:

• (Array<Types::AdditionalInferenceSpecificationDefinition>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#approval_description ⇒ String

A description provided when the model approval is set.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#certify_for_marketplace ⇒ Boolean

Whether the model package is to be certified to be listed on Amazon Web Services Marketplace. For information about listing model packages on Amazon Web Services Marketplace, see List Your Algorithm or Model Package on Amazon Web Services Marketplace.

Returns:

• (Boolean)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#created_by ⇒ Types::UserContext

Information about the user who created or modified an experiment, trial, trial component, lineage group, or project.

Returns:

• (Types::UserContext)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

The time that the model package was created.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#customer_metadata_properties ⇒ Hash<String,String>

The metadata properties for the model package.

Returns:

• (Hash<String,String>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#domain ⇒ String

The machine learning domain of your model package and its components. Common machine learning domains include computer vision and natural language processing.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#drift_check_baselines ⇒ Types::DriftCheckBaselines

Represents the drift check baselines that can be used when the model monitor is set using the model package.

Returns:

• (Types::DriftCheckBaselines)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#inference_specification ⇒ Types::InferenceSpecification

Defines how to perform inference generation after a training job is run.

Returns:

• (Types::InferenceSpecification)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_by ⇒ Types::UserContext

Information about the user who created or modified an experiment, trial, trial component, lineage group, or project.

Returns:

• (Types::UserContext)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

The last time the model package was modified.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#metadata_properties ⇒ Types::MetadataProperties

Metadata properties of the tracking entity, trial, or trial component.

Returns:

• (Types::MetadataProperties)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_approval_status ⇒ String

The approval status of the model. This can be one of the following values.

• APPROVED - The model is approved

• REJECTED - The model is rejected.

• PENDING_MANUAL_APPROVAL - The model is waiting for manual approval.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_metrics ⇒ Types::ModelMetrics

Metrics for the model.

Returns:

• (Types::ModelMetrics)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_arn ⇒ String

The Amazon Resource Name (ARN) of the model package.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_description ⇒ String

The description of the model package.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_group_name ⇒ String

The model group to which the model belongs.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_name ⇒ String

The name of the model.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_status ⇒ String

The status of the model package. This can be one of the following values.

• PENDING - The model package is pending being created.

• IN_PROGRESS - The model package is in the process of being created.

• COMPLETED - The model package was successfully created.

• FAILED - The model package failed.

• DELETING - The model package is in the process of being deleted.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_status_details ⇒ Types::ModelPackageStatusDetails

Specifies the validation and image scan statuses of the model package.

Returns:

• (Types::ModelPackageStatusDetails)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_version ⇒ Integer

The version number of a versioned model.

Returns:

• (Integer)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#sample_payload_url ⇒ String

The Amazon Simple Storage Service path where the sample payload are stored. This path must point to a single gzip compressed tar archive (.tar.gz suffix).

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#skip_model_validation ⇒ String

Indicates if you want to skip model validation.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#source_algorithm_specification ⇒ Types::SourceAlgorithmSpecification

A list of algorithms that were used to create a model package.

Returns:

• (Types::SourceAlgorithmSpecification)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#source_uri ⇒ String

The URI of the source for the model package.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#tags ⇒ Array<Types::Tag>

A list of the tags associated with the model package. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference Guide.

Returns:

• (Array<Types::Tag>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#task ⇒ String

The machine learning task your model package accomplishes. Common machine learning tasks include object detection and image classification.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#validation_specification ⇒ Types::ModelPackageValidationSpecification

Specifies batch transform jobs that SageMaker runs to validate your model package.

Returns:

• (Types::ModelPackageValidationSpecification)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 31531

class ModelPackage < Struct.new(
  :model_package_name,
  :model_package_group_name,
  :model_package_version,
  :model_package_arn,
  :model_package_description,
  :creation_time,
  :inference_specification,
  :source_algorithm_specification,
  :validation_specification,
  :model_package_status,
  :model_package_status_details,
  :certify_for_marketplace,
  :model_approval_status,
  :created_by,
  :metadata_properties,
  :model_metrics,
  :last_modified_time,
  :last_modified_by,
  :approval_description,
  :domain,
  :task,
  :sample_payload_url,
  :additional_inference_specifications,
  :source_uri,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end