Class: Aws::SageMaker::Types::DescribeAutoMLJobResponse

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

Overview

See Also:

Instance Attribute Summary collapse

Instance Attribute Details

#auto_ml_job_arn ⇒ String

Returns the job’s ARN.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#auto_ml_job_artifacts ⇒ Types::AutoMLJobArtifacts

Returns information on the job’s artifacts found in AutoMLJobArtifacts.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#auto_ml_job_config ⇒ Types::AutoMLJobConfig

Returns the job’s config.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#auto_ml_job_name ⇒ String

Returns the name of a job.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#auto_ml_job_objective ⇒ Types::AutoMLJobObjective

Returns the job’s objective.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#auto_ml_job_secondary_status ⇒ String

Returns the job’s AutoMLJobSecondaryStatus.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#auto_ml_job_status ⇒ String

Returns the job’s AutoMLJobStatus.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#best_candidate ⇒ Types::AutoMLCandidate

Returns the job’s BestCandidate.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#creation_time ⇒ Time

Returns the job’s creation time.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#end_time ⇒ Time

Returns the job’s end time.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#failure_reason ⇒ String

Returns the job’s FailureReason.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#generate_candidate_definitions_only ⇒ Boolean

Returns the job’s output from GenerateCandidateDefinitionsOnly.

Returns:

  • (Boolean) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#input_data_config ⇒ Array<Types::AutoMLChannel>

Returns the job’s input data config.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#last_modified_time ⇒ Time

Returns the job’s last modified time.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#output_data_config ⇒ Types::AutoMLOutputDataConfig

Returns the job’s output data config.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#problem_type ⇒ String

Returns the job’s problem type.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#resolved_attributes ⇒ Types::ResolvedAttributes

This contains ProblemType, AutoMLJobObjective and CompletionCriteria. They’re auto-inferred values, if not provided by you. If you do provide them, then they’ll be the same as provided.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end

#role_arn ⇒ String

The Amazon Resource Name (ARN) of the AWS Identity and Access Management (IAM) role that has read permission to the input data location and write permission to the output data location in Amazon S3.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 6319

class DescribeAutoMLJobResponse < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :problem_type,
  :auto_ml_job_config,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes)
  include Aws::Structure
end