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.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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.
-
#source_algorithm_specification ⇒ Types::SourceAlgorithmSpecification
A list of algorithms that were used to create a 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.
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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_description ⇒ String
A description provided when the model approval is set.
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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_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.
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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_by ⇒ Types::UserContext
Information about the user who created or modified an experiment, trial, trial component, lineage group, or project.
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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_time ⇒ Time
The time that the model package was created.
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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_properties ⇒ Hash<String,String>
The metadata properties for 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 |
#domain ⇒ String
The machine learning domain of your model package and its components. Common machine learning domains include computer vision and natural language processing.
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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_baselines ⇒ Types::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_specification ⇒ Types::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_by ⇒ Types::UserContext
Information about the user who created or modified an experiment, trial, trial component, lineage group, or project.
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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_time ⇒ Time
The last time the model package was modified.
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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_properties ⇒ Types::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_status ⇒ String
The approval status of the model. This can be one of the following values.
APPROVED
- The model is approvedREJECTED
- The model is rejected.PENDING_MANUAL_APPROVAL
- The model is waiting for manual approval.
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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_metrics ⇒ Types::ModelMetrics
Metrics for the model.
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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_arn ⇒ String
The Amazon Resource Name (ARN) 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_description ⇒ String
The description 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_group_name ⇒ String
The model group to which the model belongs.
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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_name ⇒ String
The name of the model.
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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 ⇒ 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.
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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_details ⇒ Types::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_version ⇒ Integer
The version number of a versioned model.
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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_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).
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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_specification ⇒ Types::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 |
#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.
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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 |
#task ⇒ String
The machine learning task your model package accomplishes. Common machine learning tasks include object detection and image classification.
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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_specification ⇒ Types::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 |