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
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 15051 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 15051 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 15051 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 15051 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 15051 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 15051 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 15051 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 15051 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 15051 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 15051 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 15051 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 |