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

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

A versioned model that can be deployed for SageMaker inference.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#additional_inference_specificationsArray<Types::AdditionalInferenceSpecificationDefinition>

An array of additional Inference Specification objects.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#approval_descriptionString

A description provided when the model approval is set.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#certify_for_marketplaceBoolean

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)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#created_byTypes::UserContext

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

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#creation_timeTime

The time that the model package was created.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#customer_metadata_propertiesHash<String,String>

The metadata properties for the model package.

Returns:

  • (Hash<String,String>)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#domainString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#drift_check_baselinesTypes::DriftCheckBaselines

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#inference_specificationTypes::InferenceSpecification

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_byTypes::UserContext

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

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_timeTime

The last time the model package was modified.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#metadata_propertiesTypes::MetadataProperties

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#model_approval_statusString

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)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#model_metricsTypes::ModelMetrics

Metrics for the model.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_arnString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_descriptionString

The description of the model package.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_group_nameString

The model group to which the model belongs.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_nameString

The name of the model.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_statusString

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)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_status_detailsTypes::ModelPackageStatusDetails

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_versionInteger

The version number of a versioned model.

Returns:

  • (Integer)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#sample_payload_urlString

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)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#source_algorithm_specificationTypes::SourceAlgorithmSpecification

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#tagsArray<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:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#taskString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end

#validation_specificationTypes::ModelPackageValidationSpecification

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 27834

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,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines)
  SENSITIVE = []
  include Aws::Structure
end