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
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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 IAM 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |
#auto_ml_job_artifacts ⇒ Types::AutoMLJobArtifacts
The artifacts that are generated during an AutoML job.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |
#auto_ml_job_name ⇒ String
Returns the name of the AutoML job V2.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |
#auto_ml_job_objective ⇒ Types::AutoMLJobObjective
Returns the job’s objective.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |
#auto_ml_job_secondary_status ⇒ String
Returns the secondary status of the AutoML job V2.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |
#auto_ml_job_status ⇒ String
Returns the status of the AutoML job V2.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |
#creation_time ⇒ Time
Returns the creation time of the AutoML job V2.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |
#end_time ⇒ Time
Returns the end time of the AutoML job V2.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |
#failure_reason ⇒ String
Returns the reason for the failure of the AutoML job V2, when applicable.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |
#last_modified_time ⇒ Time
Returns the job’s last modified time.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |
#model_deploy_result ⇒ Types::ModelDeployResult
Provides information about endpoint for the model deployment.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |
#output_data_config ⇒ Types::AutoMLOutputDataConfig
Returns the job’s output data config.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |
#partial_failure_reasons ⇒ Array<Types::AutoMLPartialFailureReason>
Returns a list of reasons for partial failures within an AutoML job V2.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |
#resolved_attributes ⇒ Types::AutoMLResolvedAttributes
Returns the resolved attributes used by the AutoML job V2.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |
#security_config ⇒ Types::AutoMLSecurityConfig
Returns the security configuration for traffic encryption or Amazon VPC settings.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 12029 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) SENSITIVE = [] include Aws::Structure end |