Class: Aws::SageMaker::Types::CreateModelExplainabilityJobDefinitionRequest

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

Overview

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#job_definition_nameString

The name of the model explainability job definition. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7603

class CreateModelExplainabilityJobDefinitionRequest < Struct.new(
  :job_definition_name,
  :model_explainability_baseline_config,
  :model_explainability_app_specification,
  :model_explainability_job_input,
  :model_explainability_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#job_resourcesTypes::MonitoringResources

Identifies the resources to deploy for a monitoring job.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7603

class CreateModelExplainabilityJobDefinitionRequest < Struct.new(
  :job_definition_name,
  :model_explainability_baseline_config,
  :model_explainability_app_specification,
  :model_explainability_job_input,
  :model_explainability_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#model_explainability_app_specificationTypes::ModelExplainabilityAppSpecification

Configures the model explainability job to run a specified Docker container image.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7603

class CreateModelExplainabilityJobDefinitionRequest < Struct.new(
  :job_definition_name,
  :model_explainability_baseline_config,
  :model_explainability_app_specification,
  :model_explainability_job_input,
  :model_explainability_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#model_explainability_baseline_configTypes::ModelExplainabilityBaselineConfig

The baseline configuration for a model explainability job.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7603

class CreateModelExplainabilityJobDefinitionRequest < Struct.new(
  :job_definition_name,
  :model_explainability_baseline_config,
  :model_explainability_app_specification,
  :model_explainability_job_input,
  :model_explainability_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#model_explainability_job_inputTypes::ModelExplainabilityJobInput

Inputs for the model explainability job.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7603

class CreateModelExplainabilityJobDefinitionRequest < Struct.new(
  :job_definition_name,
  :model_explainability_baseline_config,
  :model_explainability_app_specification,
  :model_explainability_job_input,
  :model_explainability_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#model_explainability_job_output_configTypes::MonitoringOutputConfig

The output configuration for monitoring jobs.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7603

class CreateModelExplainabilityJobDefinitionRequest < Struct.new(
  :job_definition_name,
  :model_explainability_baseline_config,
  :model_explainability_app_specification,
  :model_explainability_job_input,
  :model_explainability_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#network_configTypes::MonitoringNetworkConfig

Networking options for a model explainability job.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7603

class CreateModelExplainabilityJobDefinitionRequest < Struct.new(
  :job_definition_name,
  :model_explainability_baseline_config,
  :model_explainability_app_specification,
  :model_explainability_job_input,
  :model_explainability_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#role_arnString

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7603

class CreateModelExplainabilityJobDefinitionRequest < Struct.new(
  :job_definition_name,
  :model_explainability_baseline_config,
  :model_explainability_app_specification,
  :model_explainability_job_input,
  :model_explainability_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#stopping_conditionTypes::MonitoringStoppingCondition

A time limit for how long the monitoring job is allowed to run before stopping.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7603

class CreateModelExplainabilityJobDefinitionRequest < Struct.new(
  :job_definition_name,
  :model_explainability_baseline_config,
  :model_explainability_app_specification,
  :model_explainability_job_input,
  :model_explainability_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#tagsArray<Types::Tag>

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7603

class CreateModelExplainabilityJobDefinitionRequest < Struct.new(
  :job_definition_name,
  :model_explainability_baseline_config,
  :model_explainability_app_specification,
  :model_explainability_job_input,
  :model_explainability_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end