Class: Aws::SageMaker::Types::CreateInferenceRecommendationsJobRequest
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::CreateInferenceRecommendationsJobRequest
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#input_config ⇒ Types::RecommendationJobInputConfig
Provides information about the versioned model package Amazon Resource Name (ARN), the traffic pattern, and endpoint configurations.
-
#job_description ⇒ String
Description of the recommendation job.
-
#job_name ⇒ String
A name for the recommendation job.
-
#job_type ⇒ String
Defines the type of recommendation job.
-
#output_config ⇒ Types::RecommendationJobOutputConfig
Provides information about the output artifacts and the KMS key to use for Amazon S3 server-side encryption.
-
#role_arn ⇒ String
The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on your behalf.
-
#stopping_conditions ⇒ Types::RecommendationJobStoppingConditions
A set of conditions for stopping a recommendation job.
-
#tags ⇒ Array<Types::Tag>
The metadata that you apply to Amazon Web Services resources to help you categorize and organize them.
Instance Attribute Details
#input_config ⇒ Types::RecommendationJobInputConfig
Provides information about the versioned model package Amazon Resource Name (ARN), the traffic pattern, and endpoint configurations.
7183 7184 7185 7186 7187 7188 7189 7190 7191 7192 7193 7194 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7183 class CreateInferenceRecommendationsJobRequest < Struct.new( :job_name, :job_type, :role_arn, :input_config, :job_description, :stopping_conditions, :output_config, :tags) SENSITIVE = [] include Aws::Structure end |
#job_description ⇒ String
Description of the recommendation job.
7183 7184 7185 7186 7187 7188 7189 7190 7191 7192 7193 7194 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7183 class CreateInferenceRecommendationsJobRequest < Struct.new( :job_name, :job_type, :role_arn, :input_config, :job_description, :stopping_conditions, :output_config, :tags) SENSITIVE = [] include Aws::Structure end |
#job_name ⇒ String
A name for the recommendation job. The name must be unique within the Amazon Web Services Region and within your Amazon Web Services account. The job name is passed down to the resources created by the recommendation job. The names of resources (such as the model, endpoint configuration, endpoint, and compilation) that are prefixed with the job name are truncated at 40 characters.
7183 7184 7185 7186 7187 7188 7189 7190 7191 7192 7193 7194 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7183 class CreateInferenceRecommendationsJobRequest < Struct.new( :job_name, :job_type, :role_arn, :input_config, :job_description, :stopping_conditions, :output_config, :tags) SENSITIVE = [] include Aws::Structure end |
#job_type ⇒ String
Defines the type of recommendation job. Specify Default
to
initiate an instance recommendation and Advanced
to initiate a
load test. If left unspecified, Amazon SageMaker Inference
Recommender will run an instance recommendation (DEFAULT
) job.
7183 7184 7185 7186 7187 7188 7189 7190 7191 7192 7193 7194 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7183 class CreateInferenceRecommendationsJobRequest < Struct.new( :job_name, :job_type, :role_arn, :input_config, :job_description, :stopping_conditions, :output_config, :tags) SENSITIVE = [] include Aws::Structure end |
#output_config ⇒ Types::RecommendationJobOutputConfig
Provides information about the output artifacts and the KMS key to use for Amazon S3 server-side encryption.
7183 7184 7185 7186 7187 7188 7189 7190 7191 7192 7193 7194 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7183 class CreateInferenceRecommendationsJobRequest < Struct.new( :job_name, :job_type, :role_arn, :input_config, :job_description, :stopping_conditions, :output_config, :tags) SENSITIVE = [] include Aws::Structure end |
#role_arn ⇒ String
The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on your behalf.
7183 7184 7185 7186 7187 7188 7189 7190 7191 7192 7193 7194 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7183 class CreateInferenceRecommendationsJobRequest < Struct.new( :job_name, :job_type, :role_arn, :input_config, :job_description, :stopping_conditions, :output_config, :tags) SENSITIVE = [] include Aws::Structure end |
#stopping_conditions ⇒ Types::RecommendationJobStoppingConditions
A set of conditions for stopping a recommendation job. If any of the conditions are met, the job is automatically stopped.
7183 7184 7185 7186 7187 7188 7189 7190 7191 7192 7193 7194 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7183 class CreateInferenceRecommendationsJobRequest < Struct.new( :job_name, :job_type, :role_arn, :input_config, :job_description, :stopping_conditions, :output_config, :tags) SENSITIVE = [] include Aws::Structure end |
#tags ⇒ Array<Types::Tag>
The metadata that you apply to Amazon Web Services resources to help you categorize and organize them. Each tag consists of a key and a value, both of which you define. For more information, see Tagging Amazon Web Services Resources in the Amazon Web Services General Reference.
7183 7184 7185 7186 7187 7188 7189 7190 7191 7192 7193 7194 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7183 class CreateInferenceRecommendationsJobRequest < Struct.new( :job_name, :job_type, :role_arn, :input_config, :job_description, :stopping_conditions, :output_config, :tags) SENSITIVE = [] include Aws::Structure end |