Class: AWSCDK::Sagemaker::CfnModelPackage::TransformJobDefinitionProperty

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

Overview

Defines the input needed to run a transform job using the inference specification specified in the algorithm.

See Also:

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(transform_input:, transform_output:, transform_resources:, batch_strategy: nil, environment: nil, max_concurrent_transforms: nil, max_payload_in_mb: nil) ⇒ TransformJobDefinitionProperty

Returns a new instance of TransformJobDefinitionProperty.

Parameters:



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# File 'sagemaker/cfn_model_package.rb', line 2515

def initialize(transform_input:, transform_output:, transform_resources:, batch_strategy: nil, environment: nil, max_concurrent_transforms: nil, max_payload_in_mb: nil)
  @transform_input = transform_input.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnModelPackage::TransformInputProperty.new(**transform_input.transform_keys(&:to_sym)) : transform_input
  Jsii::Type.check_type(@transform_input, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9kZWxQYWNrYWdlLlRyYW5zZm9ybUlucHV0UHJvcGVydHkifV19fQ==")), "transformInput")
  @transform_output = transform_output.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnModelPackage::TransformOutputProperty.new(**transform_output.transform_keys(&:to_sym)) : transform_output
  Jsii::Type.check_type(@transform_output, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9kZWxQYWNrYWdlLlRyYW5zZm9ybU91dHB1dFByb3BlcnR5In1dfX0=")), "transformOutput")
  @transform_resources = transform_resources.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnModelPackage::TransformResourcesProperty.new(**transform_resources.transform_keys(&:to_sym)) : transform_resources
  Jsii::Type.check_type(@transform_resources, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9kZWxQYWNrYWdlLlRyYW5zZm9ybVJlc291cmNlc1Byb3BlcnR5In1dfX0=")), "transformResources")
  @batch_strategy = batch_strategy
  Jsii::Type.check_type(@batch_strategy, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "batchStrategy") unless @batch_strategy.nil?
  @environment = environment
  Jsii::Type.check_type(@environment, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImNvbGxlY3Rpb24iOnsiZWxlbWVudHR5cGUiOnsicHJpbWl0aXZlIjoic3RyaW5nIn0sImtpbmQiOiJtYXAifX1dfX0=")), "environment") unless @environment.nil?
  @max_concurrent_transforms = max_concurrent_transforms
  Jsii::Type.check_type(@max_concurrent_transforms, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJudW1iZXIifQ==")), "maxConcurrentTransforms") unless @max_concurrent_transforms.nil?
  @max_payload_in_mb = max_payload_in_mb
  Jsii::Type.check_type(@max_payload_in_mb, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJudW1iZXIifQ==")), "maxPayloadInMb") unless @max_payload_in_mb.nil?
end

Instance Attribute Details

#batch_strategy ⇒ String? (readonly)

A string that determines the number of records included in a single mini-batch.

SingleRecord means only one record is used per mini-batch. MultiRecord means a mini-batch is set to contain as many records that can fit within the MaxPayloadInMB limit.

Returns:

  • (String, nil)

See Also:



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# File 'sagemaker/cfn_model_package.rb', line 2553

def batch_strategy
  @batch_strategy
end

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

The environment variables to set in the Docker container.

We support up to 16 key and values entries in the map.

Returns:

See Also:



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# File 'sagemaker/cfn_model_package.rb', line 2560

def environment
  @environment
end

#max_concurrent_transforms ⇒ Numeric? (readonly)

The maximum number of parallel requests that can be sent to each instance in a transform job.

The default value is 1.

Returns:

  • (Numeric, nil)

See Also:



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# File 'sagemaker/cfn_model_package.rb', line 2567

def max_concurrent_transforms
  @max_concurrent_transforms
end

#max_payload_in_mb ⇒ Numeric? (readonly)

The maximum payload size allowed, in MB.

A payload is the data portion of a record (without metadata).

Returns:

  • (Numeric, nil)

See Also:



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# File 'sagemaker/cfn_model_package.rb', line 2574

def max_payload_in_mb
  @max_payload_in_mb
end

#transform_input ⇒ AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnModelPackage::TransformInputProperty (readonly)

A description of the input source and the way the transform job consumes it.

Returns:

See Also:



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# File 'sagemaker/cfn_model_package.rb', line 2536

def transform_input
  @transform_input
end

#transform_output ⇒ AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnModelPackage::TransformOutputProperty (readonly)

Identifies the Amazon S3 location where you want Amazon SageMaker to save the results from the transform job.

Returns:

See Also:



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# File 'sagemaker/cfn_model_package.rb', line 2541

def transform_output
  @transform_output
end

#transform_resources ⇒ AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnModelPackage::TransformResourcesProperty (readonly)

Identifies the ML compute instances for the transform job.

Returns:

See Also:



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# File 'sagemaker/cfn_model_package.rb', line 2546

def transform_resources
  @transform_resources
end

Class Method Details

.jsii_properties ⇒ Object 



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# File 'sagemaker/cfn_model_package.rb', line 2576

def self.jsii_properties
  {
    :transform_input => "transformInput",
    :transform_output => "transformOutput",
    :transform_resources => "transformResources",
    :batch_strategy => "batchStrategy",
    :environment => "environment",
    :max_concurrent_transforms => "maxConcurrentTransforms",
    :max_payload_in_mb => "maxPayloadInMb",
  }
end

Instance Method Details

#to_jsii ⇒ Object 



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# File 'sagemaker/cfn_model_package.rb', line 2588

def to_jsii
  result = {}
  result.merge!({
    "transformInput" => @transform_input,
    "transformOutput" => @transform_output,
    "transformResources" => @transform_resources,
    "batchStrategy" => @batch_strategy,
    "environment" => @environment,
    "maxConcurrentTransforms" => @max_concurrent_transforms,
    "maxPayloadInMb" => @max_payload_in_mb,
  })
  result.compact
end