Class: Aws::SageMaker::Types::CreateModelExplainabilityJobDefinitionRequest
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::CreateModelExplainabilityJobDefinitionRequest
- Includes:
- Aws::Structure
- Defined in:
- 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 7088 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 7088 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 7088 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 7088 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 7088 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 7088 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 7088 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 7088 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 7088 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*.
[1]: docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-whatURL
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# File 'lib/aws-sdk-sagemaker/types.rb', line 7088 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 |