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 ARN of the AutoML job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  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 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_configTypes::AutoMLJobConfig

Returns the configuration for the AutoML job.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_nameString

Returns the name of the AutoML job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  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 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_secondary_statusString

Returns the secondary status of the AutoML job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_statusString

Returns the status of the AutoML job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end

#best_candidateTypes::AutoMLCandidate

Returns the job's best AutoMLCandidate.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end

#creation_timeTime

Returns the creation time of the AutoML job.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end

#end_timeTime

Returns the end time of the AutoML job.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reasonString

Returns the failure reason for an AutoML job, when applicable.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end

#generate_candidate_definitions_onlyBoolean

Indicates whether the output for an AutoML job generates candidate definitions only.

Returns:

  • (Boolean)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end

#input_data_configArray<Types::AutoMLChannel>

Returns the input data configuration for the AutoML job..

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  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 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end

#model_deploy_configTypes::ModelDeployConfig

Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end

#model_deploy_resultTypes::ModelDeployResult

Provides information about endpoint for the model deployment.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  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 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end

#partial_failure_reasonsArray<Types::AutoMLPartialFailureReason>

Returns a list of reasons for partial failures within an AutoML job.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  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 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end

#resolved_attributesTypes::ResolvedAttributes

This contains ProblemType, AutoMLJobObjective and CompletionCriteria. If you do not provide these values, they are auto-inferred. If you do provide them, the values used are the ones you provide.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  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 11048

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,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :generate_candidate_definitions_only,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result)
  SENSITIVE = []
  include Aws::Structure
end