Class: AWSCDK::Sagemaker::CfnProcessingJob::ProcessingInputsObjectProperty

Inherits:
Jsii::Struct
  • Object
show all
Defined in:
sagemaker/cfn_processing_job.rb

Overview

The inputs for a processing job.

The processing input must specify exactly one of either S3Input or DatasetDefinition types.

See Also:

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(input_name:, app_managed: nil, dataset_definition: nil, s3_input: nil) ⇒ ProcessingInputsObjectProperty

Returns a new instance of ProcessingInputsObjectProperty.

Parameters:



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# File 'sagemaker/cfn_processing_job.rb', line 1218

def initialize(input_name:, app_managed: nil, dataset_definition: nil, s3_input: nil)
  @input_name = input_name
  Jsii::Type.check_type(@input_name, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "inputName")
  @app_managed = app_managed
  Jsii::Type.check_type(@app_managed, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3sicHJpbWl0aXZlIjoiYm9vbGVhbiJ9LHsiZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifV19fQ==")), "appManaged") unless @app_managed.nil?
  @dataset_definition = dataset_definition.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnProcessingJob::DatasetDefinitionProperty.new(**dataset_definition.transform_keys(&:to_sym)) : dataset_definition
  Jsii::Type.check_type(@dataset_definition, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuUHJvY2Vzc2luZ0pvYi5EYXRhc2V0RGVmaW5pdGlvblByb3BlcnR5In1dfX0=")), "datasetDefinition") unless @dataset_definition.nil?
  @s3_input = s3_input.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnProcessingJob::S3InputProperty.new(**s3_input.transform_keys(&:to_sym)) : s3_input
  Jsii::Type.check_type(@s3_input, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuUHJvY2Vzc2luZ0pvYi5TM0lucHV0UHJvcGVydHkifV19fQ==")), "s3Input") unless @s3_input.nil?
end

Instance Attribute Details

#app_managed ⇒ Boolean, ... (readonly)

When True , input operations such as data download are managed natively by the processing job application.

When False (default), input operations are managed by Amazon SageMaker.

Returns:

See Also:



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# File 'sagemaker/cfn_processing_job.rb', line 1240

def app_managed
  @app_managed
end

#dataset_definition ⇒ AWSCDK::IResolvable, ... (readonly)

Configuration for Dataset Definition inputs.

The Dataset Definition input must specify exactly one of either AthenaDatasetDefinition or RedshiftDatasetDefinition types.

Returns:

See Also:



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# File 'sagemaker/cfn_processing_job.rb', line 1247

def dataset_definition
  @dataset_definition
end

#input_name ⇒ String (readonly)

The name for the processing job input.

Returns:

  • (String)

See Also:



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# File 'sagemaker/cfn_processing_job.rb', line 1233

def input_name
  @input_name
end

#s3_input ⇒ AWSCDK::IResolvable, ... (readonly)

Configuration for downloading input data from Amazon S3 into the processing container.

Returns:

See Also:



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# File 'sagemaker/cfn_processing_job.rb', line 1252

def s3_input
  @s3_input
end

Class Method Details

.jsii_properties ⇒ Object 



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# File 'sagemaker/cfn_processing_job.rb', line 1254

def self.jsii_properties
  {
    :input_name => "inputName",
    :app_managed => "appManaged",
    :dataset_definition => "datasetDefinition",
    :s3_input => "s3Input",
  }
end

Instance Method Details

#to_jsii ⇒ Object 



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# File 'sagemaker/cfn_processing_job.rb', line 1263

def to_jsii
  result = {}
  result.merge!({
    "inputName" => @input_name,
    "appManaged" => @app_managed,
    "datasetDefinition" => @dataset_definition,
    "s3Input" => @s3_input,
  })
  result.compact
end