Class: Aws::SageMaker::Types::DescribeAutoMLJobV2Response

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

Overview

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#auto_ml_compute_config ⇒ Types::AutoMLComputeConfig

The compute configuration used for the AutoML job V2.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_arn ⇒ String

Returns the Amazon Resource Name (ARN) of the AutoML job V2.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_artifacts ⇒ Types::AutoMLJobArtifacts

The artifacts that are generated during an AutoML job.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_input_data_config ⇒ Array<Types::AutoMLJobChannel>

Returns an array of channel objects describing the input data and their location.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_name ⇒ String

Returns the name of the AutoML job V2.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  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 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_secondary_status ⇒ String

Returns the secondary status of the AutoML job V2.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_status ⇒ String

Returns the status of the AutoML job V2.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_problem_type_config ⇒ Types::AutoMLProblemTypeConfig

Returns the configuration settings of the problem type set for the AutoML job V2.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_problem_type_config_name ⇒ String

Returns the name of the problem type configuration set for the AutoML job V2.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#best_candidate ⇒ Types::AutoMLCandidate

Information about the candidate produced by an AutoML training job V2, including its status, steps, and other properties.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

Returns the creation time of the AutoML job V2.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#data_split_config ⇒ Types::AutoMLDataSplitConfig

Returns the configuration settings of how the data are split into train and validation datasets.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#end_time ⇒ Time

Returns the end time of the AutoML job V2.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ String

Returns the reason for the failure of the AutoML job V2, when applicable.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  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 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#model_deploy_config ⇒ Types::ModelDeployConfig

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

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#model_deploy_result ⇒ Types::ModelDeployResult

Provides information about endpoint for the model deployment.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  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 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#partial_failure_reasons ⇒ Array<Types::AutoMLPartialFailureReason>

Returns a list of reasons for partial failures within an AutoML job V2.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#resolved_attributes ⇒ Types::AutoMLResolvedAttributes

Returns the resolved attributes used by the AutoML job V2.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The ARN of the 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 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end

#security_config ⇒ Types::AutoMLSecurityConfig

Returns the security configuration for traffic encryption or Amazon VPC settings.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 12781

class DescribeAutoMLJobV2Response < Struct.new(
  :auto_ml_job_name,
  :auto_ml_job_arn,
  :auto_ml_job_input_data_config,
  :output_data_config,
  :role_arn,
  :auto_ml_job_objective,
  :auto_ml_problem_type_config,
  :auto_ml_problem_type_config_name,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_compute_config)
  SENSITIVE = []
  include Aws::Structure
end