Class: Aws::SageMaker::Types::DescribeModelExplainabilityJobDefinitionResponse

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DescribeModelExplainabilityJobDefinitionResponse

Defined in:

gems/aws-sdk-sagemaker/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 explainability job was created.

• #job_definition_arn ⇒ String

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

• #job_definition_name ⇒ String

  The name of the explainability job definition.

• #job_resources ⇒ Types::MonitoringResources

  Identifies the resources to deploy for a monitoring job.

• #model_explainability_app_specification ⇒ Types::ModelExplainabilityAppSpecification

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

• #model_explainability_baseline_config ⇒ Types::ModelExplainabilityBaselineConfig

  The baseline configuration for a model explainability job.

• #model_explainability_job_input ⇒ Types::ModelExplainabilityJobInput

  Inputs for the model explainability job.

• #model_explainability_job_output_config ⇒ Types::MonitoringOutputConfig

  The output configuration for monitoring jobs.

• #network_config ⇒ Types::MonitoringNetworkConfig

  Networking options for a model explainability 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 explainability job was created.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21773

class DescribeModelExplainabilityJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :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)
  SENSITIVE = []
  include Aws::Structure
end

#job_definition_arn ⇒ String

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

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21773

class DescribeModelExplainabilityJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :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)
  SENSITIVE = []
  include Aws::Structure
end

#job_definition_name ⇒ String

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

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21773

class DescribeModelExplainabilityJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :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)
  SENSITIVE = []
  include Aws::Structure
end

#job_resources ⇒ Types::MonitoringResources

Identifies the resources to deploy for a monitoring job.

Returns:

• (Types::MonitoringResources)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21773

class DescribeModelExplainabilityJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :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)
  SENSITIVE = []
  include Aws::Structure
end

#model_explainability_app_specification ⇒ Types::ModelExplainabilityAppSpecification

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

Returns:

• (Types::ModelExplainabilityAppSpecification)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21773

class DescribeModelExplainabilityJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :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)
  SENSITIVE = []
  include Aws::Structure
end

#model_explainability_baseline_config ⇒ Types::ModelExplainabilityBaselineConfig

The baseline configuration for a model explainability job.

Returns:

• (Types::ModelExplainabilityBaselineConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21773

class DescribeModelExplainabilityJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :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)
  SENSITIVE = []
  include Aws::Structure
end

#model_explainability_job_input ⇒ Types::ModelExplainabilityJobInput

Inputs for the model explainability job.

Returns:

• (Types::ModelExplainabilityJobInput)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21773

class DescribeModelExplainabilityJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :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)
  SENSITIVE = []
  include Aws::Structure
end

#model_explainability_job_output_config ⇒ Types::MonitoringOutputConfig

The output configuration for monitoring jobs.

Returns:

• (Types::MonitoringOutputConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21773

class DescribeModelExplainabilityJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :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)
  SENSITIVE = []
  include Aws::Structure
end

#network_config ⇒ Types::MonitoringNetworkConfig

Networking options for a model explainability job.

Returns:

• (Types::MonitoringNetworkConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21773

class DescribeModelExplainabilityJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :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)
  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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21773

class DescribeModelExplainabilityJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :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)
  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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21773

class DescribeModelExplainabilityJobDefinitionResponse < Struct.new(
  :job_definition_arn,
  :job_definition_name,
  :creation_time,
  :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)
  SENSITIVE = []
  include Aws::Structure
end