AutoMLJobSummary - Amazon SageMaker

AutoMLJobSummary

Provides a summary about an AutoML job.

Contents

AutoMLJobArn

The ARN of the AutoML job.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 256.

Pattern: arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:automl-job/.*

Required: Yes

AutoMLJobName

The name of the AutoML job you are requesting.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 32.

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,31}

Required: Yes

AutoMLJobSecondaryStatus

The secondary status of the AutoML job.

Type: String

Valid Values: Starting | AnalyzingData | FeatureEngineering | ModelTuning | MaxCandidatesReached | Failed | Stopped | MaxAutoMLJobRuntimeReached | Stopping | CandidateDefinitionsGenerated | GeneratingExplainabilityReport | Completed | ExplainabilityError | DeployingModel | ModelDeploymentError | GeneratingModelInsightsReport | ModelInsightsError

Required: Yes

AutoMLJobStatus

The status of the AutoML job.

Type: String

Valid Values: Completed | InProgress | Failed | Stopped | Stopping

Required: Yes

CreationTime

When the AutoML job was created.

Type: Timestamp

Required: Yes

EndTime

The end time of an AutoML job.

Type: Timestamp

Required: No

FailureReason

The failure reason of an AutoML job.

Type: String

Length Constraints: Maximum length of 1024.

Required: No

LastModifiedTime

When the AutoML job was last modified.

Type: Timestamp

Required: Yes

PartialFailureReasons

The list of reasons for partial failures within an AutoML job.

Type: Array of AutoMLPartialFailureReason objects

Array Members: Minimum number of 1 item. Maximum number of 5 items.

Required: No

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: