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

Inherits:

Struct

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

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

#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.

Returns:

(Array<Types::AdditionalInferenceSpecificationDefinition>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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

Returns:

(Boolean)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Types::UserContext)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Hash<String,String>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Types::DriftCheckBaselines)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Types::InferenceSpecification)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Types::UserContext)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Types::MetadataProperties)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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

Returns:

(Types::ModelPackageModelCard)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Types::ModelLifeCycle)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Types::ModelMetrics)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

‘PENDING` - The model package is pending being created.
‘IN_PROGRESS` - The model package is in the process of being created.
‘COMPLETED` - The model package was successfully created.
‘FAILED` - The model package failed.
‘DELETING` - The model package is in the process of being deleted.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Types::ModelPackageStatusDetails)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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).

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Types::ModelPackageSecurityConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Types::SourceAlgorithmSpecification)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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*.

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

Returns:

(Array<Types::Tag>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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.

Returns:

(Types::ModelPackageValidationSpecification)

# File 'lib/aws-sdk-sagemaker/types.rb', line 34651

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

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

Overview

Constant Summary collapse

Instance Attribute Summary collapse

Instance Attribute Details

#additional_inference_specifications ⇒ Array<Types::AdditionalInferenceSpecificationDefinition>

#approval_description ⇒ String

#certify_for_marketplace ⇒ Boolean

#created_by ⇒ Types::UserContext

#creation_time ⇒ Time

#customer_metadata_properties ⇒ Hash<String,String>

#domain ⇒ String

#drift_check_baselines ⇒ Types::DriftCheckBaselines

#inference_specification ⇒ Types::InferenceSpecification

#last_modified_by ⇒ Types::UserContext

#last_modified_time ⇒ Time

#metadata_properties ⇒ Types::MetadataProperties

#model_approval_status ⇒ String

#model_card ⇒ Types::ModelPackageModelCard

#model_life_cycle ⇒ Types::ModelLifeCycle

#model_metrics ⇒ Types::ModelMetrics

#model_package_arn ⇒ String

#model_package_description ⇒ String

#model_package_group_name ⇒ String

#model_package_name ⇒ String

#model_package_status ⇒ String

#model_package_status_details ⇒ Types::ModelPackageStatusDetails

#model_package_version ⇒ Integer

#sample_payload_url ⇒ String

#security_config ⇒ Types::ModelPackageSecurityConfig

#skip_model_validation ⇒ String

#source_algorithm_specification ⇒ Types::SourceAlgorithmSpecification

#source_uri ⇒ String

#tags ⇒ Array<Types::Tag>

#task ⇒ String

#validation_specification ⇒ Types::ModelPackageValidationSpecification

#additional_inference_specifications ⇒ `Array<Types::AdditionalInferenceSpecificationDefinition>`

#approval_description ⇒ `String`

#certify_for_marketplace ⇒ `Boolean`

#created_by ⇒ `Types::UserContext`

#creation_time ⇒ `Time`

#customer_metadata_properties ⇒ `Hash<String,String>`

#domain ⇒ `String`

#drift_check_baselines ⇒ `Types::DriftCheckBaselines`

#inference_specification ⇒ `Types::InferenceSpecification`

#last_modified_by ⇒ `Types::UserContext`

#last_modified_time ⇒ `Time`

#metadata_properties ⇒ `Types::MetadataProperties`

#model_approval_status ⇒ `String`

#model_card ⇒ `Types::ModelPackageModelCard`

#model_life_cycle ⇒ `Types::ModelLifeCycle`

#model_metrics ⇒ `Types::ModelMetrics`

#model_package_arn ⇒ `String`

#model_package_description ⇒ `String`

#model_package_group_name ⇒ `String`

#model_package_name ⇒ `String`

#model_package_status ⇒ `String`

#model_package_status_details ⇒ `Types::ModelPackageStatusDetails`

#model_package_version ⇒ `Integer`

#sample_payload_url ⇒ `String`

#security_config ⇒ `Types::ModelPackageSecurityConfig`

#skip_model_validation ⇒ `String`

#source_algorithm_specification ⇒ `Types::SourceAlgorithmSpecification`

#source_uri ⇒ `String`

#tags ⇒ `Array<Types::Tag>`

#task ⇒ `String`

#validation_specification ⇒ `Types::ModelPackageValidationSpecification`