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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DescribeAutoMLJobV2Response

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #auto_ml_job_arn ⇒ String

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

• #auto_ml_job_artifacts ⇒ Types::AutoMLJobArtifacts

  The artifacts that are generated during an AutoML job.

• #auto_ml_job_input_data_config ⇒ Array<Types::AutoMLJobChannel>

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

• #auto_ml_job_name ⇒ String

  Returns the name of the AutoML job V2.

• #auto_ml_job_objective ⇒ Types::AutoMLJobObjective

  Returns the job’s objective.

• #auto_ml_job_secondary_status ⇒ String

  Returns the secondary status of the AutoML job V2.

• #auto_ml_job_status ⇒ String

  Returns the status of the AutoML job V2.

• #auto_ml_problem_type_config ⇒ Types::AutoMLProblemTypeConfig

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

• #auto_ml_problem_type_config_name ⇒ String

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

• #best_candidate ⇒ Types::AutoMLCandidate

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

• #creation_time ⇒ Time

  Returns the creation time of the AutoML job V2.

• #data_split_config ⇒ Types::AutoMLDataSplitConfig

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

• #end_time ⇒ Time

  Returns the end time of the AutoML job V2.

• #failure_reason ⇒ String

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

• #last_modified_time ⇒ Time

  Returns the job’s last modified time.

• #model_deploy_config ⇒ Types::ModelDeployConfig

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

• #model_deploy_result ⇒ Types::ModelDeployResult

  Provides information about endpoint for the model deployment.

• #output_data_config ⇒ Types::AutoMLOutputDataConfig

  Returns the job’s output data config.

• #partial_failure_reasons ⇒ Array<Types::AutoMLPartialFailureReason>

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

• #resolved_attributes ⇒ Types::AutoMLResolvedAttributes

  Returns the resolved attributes used by the AutoML job V2.

• #role_arn ⇒ String

  The ARN of the Identity and Access Management role that has read permission to the input data location and write permission to the output data location in Amazon S3.

• #security_config ⇒ Types::AutoMLSecurityConfig

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

Instance Attribute Details

#auto_ml_job_arn ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_artifacts ⇒ Types::AutoMLJobArtifacts

The artifacts that are generated during an AutoML job.

Returns:

• (Types::AutoMLJobArtifacts)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  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:

• (Array<Types::AutoMLJobChannel>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_name ⇒ String

Returns the name of the AutoML job V2.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_objective ⇒ Types::AutoMLJobObjective

Returns the job’s objective.

Returns:

• (Types::AutoMLJobObjective)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_secondary_status ⇒ String

Returns the secondary status of the AutoML job V2.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_status ⇒ String

Returns the status of the AutoML job V2.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  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:

• (Types::AutoMLProblemTypeConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  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:

• (Types::AutoMLCandidate)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

Returns the creation time of the AutoML job V2.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  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:

• (Types::AutoMLDataSplitConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end

#end_time ⇒ Time

Returns the end time of the AutoML job V2.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

Returns the job’s last modified time.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  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:

• (Types::ModelDeployConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end

#model_deploy_result ⇒ Types::ModelDeployResult

Provides information about endpoint for the model deployment.

Returns:

• (Types::ModelDeployResult)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end

#output_data_config ⇒ Types::AutoMLOutputDataConfig

Returns the job’s output data config.

Returns:

• (Types::AutoMLOutputDataConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  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:

• (Array<Types::AutoMLPartialFailureReason>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end

#resolved_attributes ⇒ Types::AutoMLResolvedAttributes

Returns the resolved attributes used by the AutoML job V2.

Returns:

• (Types::AutoMLResolvedAttributes)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The ARN of the Identity and Access Management role that has read permission to the input data location and write permission to the output data location in Amazon S3.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end

#security_config ⇒ Types::AutoMLSecurityConfig

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

Returns:

• (Types::AutoMLSecurityConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 11179

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,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :partial_failure_reasons,
  :best_candidate,
  :auto_ml_job_status,
  :auto_ml_job_secondary_status,
  :model_deploy_config,
  :model_deploy_result,
  :data_split_config,
  :security_config,
  :auto_ml_job_artifacts,
  :resolved_attributes,
  :auto_ml_problem_type_config_name)
  SENSITIVE = []
  include Aws::Structure
end