Class: Aws::SageMaker::Types::DescribeInferenceRecommendationsJobResponse

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#completion_timeTime

A timestamp that shows when the job completed.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12333

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#creation_timeTime

A timestamp that shows when the job was created.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12333

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#endpoint_performancesArray<Types::EndpointPerformance>

The performance results from running an Inference Recommender job on an existing endpoint.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12333

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reasonString

If the job fails, provides information why the job failed.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12333

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#inference_recommendationsArray<Types::InferenceRecommendation>

The recommendations made by Inference Recommender.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12333

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#input_configTypes::RecommendationJobInputConfig

Returns information about the versioned model package Amazon Resource Name (ARN), the traffic pattern, and endpoint configurations you provided when you initiated the job.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12333

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#job_arnString

The Amazon Resource Name (ARN) of the job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12333

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#job_descriptionString

The job description that you provided when you initiated the job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12333

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#job_nameString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12333

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#job_typeString

The job type that you provided when you initiated the job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12333

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_timeTime

A timestamp that shows when the job was last modified.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12333

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#role_arnString

The Amazon Resource Name (ARN) of the Amazon Web Services Identity and Access Management (IAM) role you provided when you initiated the job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12333

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#statusString

The status of the job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12333

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#stopping_conditionsTypes::RecommendationJobStoppingConditions

The stopping conditions that you provided when you initiated the job.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12333

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end