class Aws::SageMaker::Types::DescribeAutoMLJobResponse

@!attribute [rw] auto_ml_job_name

Returns the name of the AutoML job.
@return [String]

@!attribute [rw] auto_ml_job_arn

Returns the ARN of the AutoML job.
@return [String]

@!attribute [rw] input_data_config

Returns the input data configuration for the AutoML job..
@return [Array<Types::AutoMLChannel>]

@!attribute [rw] output_data_config

Returns the job's output data config.
@return [Types::AutoMLOutputDataConfig]

@!attribute [rw] role_arn

The Amazon Resource Name (ARN) of the Amazon Web Services 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.
@return [String]

@!attribute [rw] auto_ml_job_objective

Returns the job's objective.
@return [Types::AutoMLJobObjective]

@!attribute [rw] problem_type

Returns the job's problem type.
@return [String]

@!attribute [rw] auto_ml_job_config

Returns the configuration for the AutoML job.
@return [Types::AutoMLJobConfig]

@!attribute [rw] creation_time

Returns the creation time of the AutoML job.
@return [Time]

@!attribute [rw] end_time

Returns the end time of the AutoML job.
@return [Time]

@!attribute [rw] last_modified_time

Returns the job's last modified time.
@return [Time]

@!attribute [rw] failure_reason

Returns the failure reason for an AutoML job, when applicable.
@return [String]

@!attribute [rw] partial_failure_reasons

Returns a list of reasons for partial failures within an AutoML job.
@return [Array<Types::AutoMLPartialFailureReason>]

@!attribute [rw] best_candidate

Returns the job's best `AutoMLCandidate`.
@return [Types::AutoMLCandidate]

@!attribute [rw] auto_ml_job_status

Returns the status of the AutoML job.
@return [String]

@!attribute [rw] auto_ml_job_secondary_status

Returns the secondary status of the AutoML job.
@return [String]

@!attribute [rw] generate_candidate_definitions_only

Indicates whether the output for an AutoML job generates candidate
definitions only.
@return [Boolean]

@!attribute [rw] auto_ml_job_artifacts

Returns information on the job's artifacts found in
`AutoMLJobArtifacts`.
@return [Types::AutoMLJobArtifacts]

@!attribute [rw] resolved_attributes

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.
@return [Types::ResolvedAttributes]

@!attribute [rw] model_deploy_config

Indicates whether the model was deployed automatically to an
endpoint and the name of that endpoint if deployed automatically.
@return [Types::ModelDeployConfig]

@!attribute [rw] model_deploy_result

Provides information about endpoint for the model deployment.
@return [Types::ModelDeployResult]

@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeAutoMLJobResponse AWS API Documentation

Constants

SENSITIVE