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

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

#auto_ml_job_arnString

Returns the job's ARN.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_artifactsTypes::AutoMLJobArtifacts

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_configTypes::AutoMLJobConfig

Returns the job's config.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_nameString

Returns the name of a job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_objectiveTypes::AutoMLJobObjective

Returns the job's objective.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_secondary_statusString

Returns the job's AutoMLJobSecondaryStatus.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_statusString

Returns the job's AutoMLJobStatus.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#best_candidateTypes::AutoMLCandidate

Returns the job's BestCandidate.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#creation_timeTime

Returns the job's creation time.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#end_timeTime

Returns the job's end time.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reasonString

Returns the job's FailureReason.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#generate_candidate_definitions_onlyBoolean

Returns the job's output from GenerateCandidateDefinitionsOnly.

Returns:

  • (Boolean)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#input_data_configArray<Types::AutoMLChannel>

Returns the job's input data config.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_timeTime

Returns the job's last modified time.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#output_data_configTypes::AutoMLOutputDataConfig

Returns the job's output data config.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#problem_typeString

Returns the job's problem type.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#resolved_attributesTypes::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.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end

#role_arnString

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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 7704

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)
  SENSITIVE = []
  include Aws::Structure
end