Class: Aws::SageMaker::Types::ModelQualityAppSpecification

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass ModelQualityAppSpecification data as a hash:

{
  image_uri: "ImageUri", # required
  container_entrypoint: ["ContainerEntrypointString"],
  container_arguments: ["ContainerArgument"],
  record_preprocessor_source_uri: "S3Uri",
  post_analytics_processor_source_uri: "S3Uri",
  problem_type: "BinaryClassification", # accepts BinaryClassification, MulticlassClassification, Regression
  environment: {
    "ProcessingEnvironmentKey" => "ProcessingEnvironmentValue",
  },
}

Container image configuration object for the monitoring job.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#container_argumentsArray<String>

An array of arguments for the container used to run the monitoring job.

Returns:

  • (Array<String>)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26442

class ModelQualityAppSpecification < Struct.new(
  :image_uri,
  :container_entrypoint,
  :container_arguments,
  :record_preprocessor_source_uri,
  :post_analytics_processor_source_uri,
  :problem_type,
  :environment)
  SENSITIVE = []
  include Aws::Structure
end

#container_entrypointArray<String>

Specifies the entrypoint for a container that the monitoring job runs.

Returns:

  • (Array<String>)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26442

class ModelQualityAppSpecification < Struct.new(
  :image_uri,
  :container_entrypoint,
  :container_arguments,
  :record_preprocessor_source_uri,
  :post_analytics_processor_source_uri,
  :problem_type,
  :environment)
  SENSITIVE = []
  include Aws::Structure
end

#environmentHash<String,String>

Sets the environment variables in the container that the monitoring job runs.

Returns:

  • (Hash<String,String>)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26442

class ModelQualityAppSpecification < Struct.new(
  :image_uri,
  :container_entrypoint,
  :container_arguments,
  :record_preprocessor_source_uri,
  :post_analytics_processor_source_uri,
  :problem_type,
  :environment)
  SENSITIVE = []
  include Aws::Structure
end

#image_uriString

The address of the container image that the monitoring job runs.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26442

class ModelQualityAppSpecification < Struct.new(
  :image_uri,
  :container_entrypoint,
  :container_arguments,
  :record_preprocessor_source_uri,
  :post_analytics_processor_source_uri,
  :problem_type,
  :environment)
  SENSITIVE = []
  include Aws::Structure
end

#post_analytics_processor_source_uriString

An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26442

class ModelQualityAppSpecification < Struct.new(
  :image_uri,
  :container_entrypoint,
  :container_arguments,
  :record_preprocessor_source_uri,
  :post_analytics_processor_source_uri,
  :problem_type,
  :environment)
  SENSITIVE = []
  include Aws::Structure
end

#problem_typeString

The machine learning problem type of the model that the monitoring job monitors.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26442

class ModelQualityAppSpecification < Struct.new(
  :image_uri,
  :container_entrypoint,
  :container_arguments,
  :record_preprocessor_source_uri,
  :post_analytics_processor_source_uri,
  :problem_type,
  :environment)
  SENSITIVE = []
  include Aws::Structure
end

#record_preprocessor_source_uriString

An Amazon S3 URI to a script that is called per row prior to running analysis. It can base64 decode the payload and convert it into a flatted json so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 26442

class ModelQualityAppSpecification < Struct.new(
  :image_uri,
  :container_entrypoint,
  :container_arguments,
  :record_preprocessor_source_uri,
  :post_analytics_processor_source_uri,
  :problem_type,
  :environment)
  SENSITIVE = []
  include Aws::Structure
end