Class: AWSCDK::Sagemaker::CfnModelPackage::SourceAlgorithmProperty

Inherits:

Jsii::Struct

• Object
• Jsii::Struct
• AWSCDK::Sagemaker::CfnModelPackage::SourceAlgorithmProperty

Defined in:

sagemaker/cfn_model_package.rb

Overview

Specifies an algorithm that was used to create the model package.

The algorithm must be either an algorithm resource in your SageMaker account or an algorithm in AWS Marketplace that you are subscribed to.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-sourcealgorithm.html

Instance Attribute Summary

• #algorithm_name ⇒ String readonly

  The name of an algorithm that was used to create the model package.

• #model_data_url ⇒ String^? readonly

  The Amazon S3 path where the model artifacts, which result from model training, are stored.

Class Method Summary

• .jsii_properties ⇒ Object

Instance Method Summary

• #initialize(algorithm_name:, model_data_url: nil) ⇒ SourceAlgorithmProperty constructor

  A new instance of SourceAlgorithmProperty.

• #to_jsii ⇒ Object

Constructor Details

#initialize(algorithm_name:, model_data_url: nil) ⇒ SourceAlgorithmProperty

Returns a new instance of SourceAlgorithmProperty.

Parameters:

• algorithm_name (String) —

  The name of an algorithm that was used to create the model package.

• model_data_url (String, nil) (defaults to: nil) —

  The Amazon S3 path where the model artifacts, which result from model training, are stored.

# File 'sagemaker/cfn_model_package.rb', line 2350

def initialize(algorithm_name:, model_data_url: nil)
  @algorithm_name = algorithm_name
  Jsii::Type.check_type(@algorithm_name, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "algorithmName")
  @model_data_url = model_data_url
  Jsii::Type.check_type(@model_data_url, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "modelDataUrl") unless @model_data_url.nil?
end

Instance Attribute Details

#algorithm_name ⇒ String (readonly)

The name of an algorithm that was used to create the model package.

The algorithm must be either an algorithm resource in your SageMaker account or an algorithm in AWS Marketplace that you are subscribed to.

Returns:

• (String)

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-sourcealgorithm.html#cfn-sagemaker-modelpackage-sourcealgorithm-algorithmname

# File 'sagemaker/cfn_model_package.rb', line 2363

def algorithm_name
  @algorithm_name
end

#model_data_url ⇒ String^? (readonly)

The Amazon S3 path where the model artifacts, which result from model training, are stored.

This path must point to a single gzip compressed tar archive ( .tar.gz suffix).

The model artifacts must be in an S3 bucket that is in the same AWS region as the algorithm.

Returns:

• (String, nil)

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-sourcealgorithm.html#cfn-sagemaker-modelpackage-sourcealgorithm-modeldataurl

# File 'sagemaker/cfn_model_package.rb', line 2372

def model_data_url
  @model_data_url
end

Class Method Details

.jsii_properties ⇒ Object

# File 'sagemaker/cfn_model_package.rb', line 2374

def self.jsii_properties
  {
    :algorithm_name => "algorithmName",
    :model_data_url => "modelDataUrl",
  }
end

Instance Method Details

#to_jsii ⇒ Object

# File 'sagemaker/cfn_model_package.rb', line 2381

def to_jsii
  result = {}
  result.merge!({
    "algorithmName" => @algorithm_name,
    "modelDataUrl" => @model_data_url,
  })
  result.compact
end