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

Inherits:
Struct
  • Object
show all
Includes:
Aws::Structure
Defined in:
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 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#approval_descriptionString

A description provided when the model approval is set.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-mkt-list.html

Returns:

  • (Boolean)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#creation_timeTime

The time that the model package was created.

Returns:

  • (Time)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_timeTime

The last time the model package was modified.

Returns:

  • (Time)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#metadata_propertiesTypes::MetadataProperties

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



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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_cardTypes::ModelPackageModelCard

The model card associated with the model package. Since ‘ModelPackageModelCard` is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of `ModelCard`. The `ModelPackageModelCard` schema does not include `model_package_details`, and `model_overview` is composed of the `model_creator` and `model_artifact` properties. For more information about the model package model card schema, see [Model package model card schema]. For more information about the model card associated with the model package, see [View the Details of a Model Version].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html#model-card-schema [2]: docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html



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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_life_cycleTypes::ModelLifeCycle

A structure describing the current state of the model in its life cycle.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_metricsTypes::ModelMetrics

Metrics for the model.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_arnString

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

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_descriptionString

The description of the model package.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_group_nameString

The model group to which the model belongs.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_nameString

The name of the model.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_versionInteger

The version number of a versioned model.

Returns:

  • (Integer)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#security_configTypes::ModelPackageSecurityConfig

An optional Key Management Service key to encrypt, decrypt, and re-encrypt model package information for regulated workloads with highly sensitive data.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#skip_model_validationString

Indicates if you want to skip model validation.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end

#source_uriString

The URI of the source for the model package.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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*.

[1]: docs.aws.amazon.com/general/latest/gr/aws_tagging.html

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  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 'lib/aws-sdk-sagemaker/types.rb', line 33248

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,
  :security_config,
  :model_card,
  :model_life_cycle,
  :tags,
  :customer_metadata_properties,
  :drift_check_baselines,
  :skip_model_validation)
  SENSITIVE = []
  include Aws::Structure
end