Class: Aws::SageMaker::Types::CreateModelExplainabilityJobDefinitionRequest
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::CreateModelExplainabilityJobDefinitionRequest
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#job_definition_name ⇒ String
The name of the model 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 an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
-
#stopping_condition ⇒ Types::MonitoringStoppingCondition
A time limit for how long the monitoring job is allowed to run before stopping.
-
#tags ⇒ Array<Types::Tag>
(Optional) An array of key-value pairs.
Instance Attribute Details
#job_definition_name ⇒ String
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.
7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7655 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_resources ⇒ Types::MonitoringResources
Identifies the resources to deploy for a monitoring job.
7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7655 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_specification ⇒ Types::ModelExplainabilityAppSpecification
Configures the model explainability job to run a specified Docker container image.
7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7655 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_config ⇒ Types::ModelExplainabilityBaselineConfig
The baseline configuration for a model explainability job.
7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7655 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_input ⇒ Types::ModelExplainabilityJobInput
Inputs for the model explainability job.
7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7655 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_config ⇒ Types::MonitoringOutputConfig
The output configuration for monitoring jobs.
7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7655 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_config ⇒ Types::MonitoringNetworkConfig
Networking options for a model explainability job.
7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7655 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_arn ⇒ String
The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7655 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_condition ⇒ Types::MonitoringStoppingCondition
A time limit for how long the monitoring job is allowed to run before stopping.
7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7655 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 |
#tags ⇒ Array<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.
7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7655 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 |