Class: Aws::SageMaker::Types::DescribeModelBiasJobDefinitionResponse

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DescribeModelBiasJobDefinitionResponse

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #creation_time ⇒ Time

  The time at which the model bias job was created.

• #job_definition_arn ⇒ String

  The Amazon Resource Name (ARN) of the model bias job.

• #job_definition_name ⇒ String

  The name of the bias job definition.

• #job_resources ⇒ Types::MonitoringResources

  Identifies the resources to deploy for a monitoring job.

• #model_bias_app_specification ⇒ Types::ModelBiasAppSpecification

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

• #model_bias_baseline_config ⇒ Types::ModelBiasBaselineConfig

  The baseline configuration for a model bias job.

• #model_bias_job_input ⇒ Types::ModelBiasJobInput

  Inputs for the model bias job.

• #model_bias_job_output_config ⇒ Types::MonitoringOutputConfig

  The output configuration for monitoring jobs.

• #network_config ⇒ Types::MonitoringNetworkConfig

  Networking options for a model bias job.

• #role_arn ⇒ String

  The Amazon Resource Name (ARN) of the IAM role that has read permission to the input data location and write permission to the output data location in Amazon S3.

• #stopping_condition ⇒ Types::MonitoringStoppingCondition

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

Instance Attribute Details

#creation_time ⇒ Time

The time at which the model bias job was created.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 21639

class DescribeModelBiasJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :model_bias_baseline_config,
  :model_bias_app_specification,
  :model_bias_job_input,
  :model_bias_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition)
  SENSITIVE = []
  include Aws::Structure
end

#job_definition_arn ⇒ String

The Amazon Resource Name (ARN) of the model bias job.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 21639

class DescribeModelBiasJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :model_bias_baseline_config,
  :model_bias_app_specification,
  :model_bias_job_input,
  :model_bias_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition)
  SENSITIVE = []
  include Aws::Structure
end

#job_definition_name ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 21639

class DescribeModelBiasJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :model_bias_baseline_config,
  :model_bias_app_specification,
  :model_bias_job_input,
  :model_bias_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition)
  SENSITIVE = []
  include Aws::Structure
end

#job_resources ⇒ Types::MonitoringResources

Identifies the resources to deploy for a monitoring job.

Returns:

• (Types::MonitoringResources)

# File 'lib/aws-sdk-sagemaker/types.rb', line 21639

class DescribeModelBiasJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :model_bias_baseline_config,
  :model_bias_app_specification,
  :model_bias_job_input,
  :model_bias_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition)
  SENSITIVE = []
  include Aws::Structure
end

#model_bias_app_specification ⇒ Types::ModelBiasAppSpecification

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

Returns:

• (Types::ModelBiasAppSpecification)

# File 'lib/aws-sdk-sagemaker/types.rb', line 21639

class DescribeModelBiasJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :model_bias_baseline_config,
  :model_bias_app_specification,
  :model_bias_job_input,
  :model_bias_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition)
  SENSITIVE = []
  include Aws::Structure
end

#model_bias_baseline_config ⇒ Types::ModelBiasBaselineConfig

The baseline configuration for a model bias job.

Returns:

• (Types::ModelBiasBaselineConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 21639

class DescribeModelBiasJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :model_bias_baseline_config,
  :model_bias_app_specification,
  :model_bias_job_input,
  :model_bias_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition)
  SENSITIVE = []
  include Aws::Structure
end

#model_bias_job_input ⇒ Types::ModelBiasJobInput

Inputs for the model bias job.

Returns:

• (Types::ModelBiasJobInput)

# File 'lib/aws-sdk-sagemaker/types.rb', line 21639

class DescribeModelBiasJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :model_bias_baseline_config,
  :model_bias_app_specification,
  :model_bias_job_input,
  :model_bias_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition)
  SENSITIVE = []
  include Aws::Structure
end

#model_bias_job_output_config ⇒ Types::MonitoringOutputConfig

The output configuration for monitoring jobs.

Returns:

• (Types::MonitoringOutputConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 21639

class DescribeModelBiasJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :model_bias_baseline_config,
  :model_bias_app_specification,
  :model_bias_job_input,
  :model_bias_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition)
  SENSITIVE = []
  include Aws::Structure
end

#network_config ⇒ Types::MonitoringNetworkConfig

Networking options for a model bias job.

Returns:

• (Types::MonitoringNetworkConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 21639

class DescribeModelBiasJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :model_bias_baseline_config,
  :model_bias_app_specification,
  :model_bias_job_input,
  :model_bias_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The Amazon Resource Name (ARN) of the IAM role that has read permission to the input data location and write permission to the output data location in Amazon S3.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 21639

class DescribeModelBiasJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :model_bias_baseline_config,
  :model_bias_app_specification,
  :model_bias_job_input,
  :model_bias_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition)
  SENSITIVE = []
  include Aws::Structure
end

#stopping_condition ⇒ Types::MonitoringStoppingCondition

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

Returns:

• (Types::MonitoringStoppingCondition)

# File 'lib/aws-sdk-sagemaker/types.rb', line 21639

class DescribeModelBiasJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :model_bias_baseline_config,
  :model_bias_app_specification,
  :model_bias_job_input,
  :model_bias_job_output_config,
  :job_resources,
  :network_config,
  :role_arn,
  :stopping_condition)
  SENSITIVE = []
  include Aws::Structure
end