Class: Aws::SageMaker::Types::ModelPackage
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::ModelPackage
- 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
-
#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_card ⇒ Types::ModelPackageModelCard
The model card associated with the model package.
-
#model_life_cycle ⇒ Types::ModelLifeCycle
A structure describing the current state of the model in its life cycle.
-
#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.
-
#security_config ⇒ Types::ModelPackageSecurityConfig
An optional Key Management Service key to encrypt, decrypt, and re-encrypt model package information for regulated workloads with highly sensitive data.
-
#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.
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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_description ⇒ String
A description provided when the model approval is set.
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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_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].
[1]: docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-mkt-list.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 |
#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 '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_time ⇒ Time
The time that the model package was created.
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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_properties ⇒ Hash<String,String>
The metadata properties for 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 |
#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 '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_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 '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_specification ⇒ Types::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_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 '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_time ⇒ Time
The last time the model package was modified.
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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_properties ⇒ Types::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_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.
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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_card ⇒ Types::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_cycle ⇒ Types::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_metrics ⇒ Types::ModelMetrics
Metrics for the model.
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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_arn ⇒ String
The Amazon Resource Name (ARN) 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_description ⇒ String
The description 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_group_name ⇒ String
The model group to which the model belongs.
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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_name ⇒ String
The name of the model.
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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 ⇒ String
The status of the model package. This can be one of the following values.
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‘PENDING` - The model package is pending being created.
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‘IN_PROGRESS` - The model package is in the process of being created.
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‘COMPLETED` - The model package was successfully created.
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‘FAILED` - The model package failed.
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‘DELETING` - The model package is in the process of being deleted.
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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_details ⇒ Types::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_version ⇒ Integer
The version number of a versioned model.
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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_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 '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_config ⇒ Types::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_validation ⇒ String
Indicates if you want to skip model validation.
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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_specification ⇒ Types::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_uri ⇒ String
The URI of the source for 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 |
#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 '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 |
#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 '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_specification ⇒ Types::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 |