sagemaker/aws.sdk.kotlin.services.sagemaker.model/DescribeAutoMlJobResponse/Builder

Builder

class Builder

Properties

autoMlJobArn

var autoMlJobArn: String?

Returns the ARN of the AutoML job.

autoMlJobArtifacts

var autoMlJobArtifacts: AutoMlJobArtifacts?

Returns information on the job's artifacts found in AutoMLJobArtifacts.

autoMlJobConfig

var autoMlJobConfig: AutoMlJobConfig?

Returns the configuration for the AutoML job.

autoMlJobName

var autoMlJobName: String?

Returns the name of the AutoML job.

autoMlJobObjective

var autoMlJobObjective: AutoMlJobObjective?

Returns the job's objective.

autoMlJobSecondaryStatus

var autoMlJobSecondaryStatus: AutoMlJobSecondaryStatus?

Returns the secondary status of the AutoML job.

autoMlJobStatus

var autoMlJobStatus: AutoMlJobStatus?

Returns the status of the AutoML job.

bestCandidate

var bestCandidate: AutoMlCandidate?

The best model candidate selected by SageMaker AI Autopilot using both the best objective metric and lowest InferenceLatency for an experiment.

creationTime

var creationTime: Instant?

Returns the creation time of the AutoML job.

endTime

var endTime: Instant?

Returns the end time of the AutoML job.

failureReason

var failureReason: String?

Returns the failure reason for an AutoML job, when applicable.

generateCandidateDefinitionsOnly

var generateCandidateDefinitionsOnly: Boolean?

Indicates whether the output for an AutoML job generates candidate definitions only.

inputDataConfig

var inputDataConfig: List<AutoMlChannel>?

Returns the input data configuration for the AutoML job.

lastModifiedTime

var lastModifiedTime: Instant?

Returns the job's last modified time.

modelDeployConfig

var modelDeployConfig: ModelDeployConfig?

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

modelDeployResult

var modelDeployResult: ModelDeployResult?

Provides information about endpoint for the model deployment.

outputDataConfig

var outputDataConfig: AutoMlOutputDataConfig?

Returns the job's output data config.

partialFailureReasons

var partialFailureReasons: List<AutoMlPartialFailureReason>?

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

problemType

var problemType: ProblemType?

Returns the job's problem type.

resolvedAttributes

var resolvedAttributes: ResolvedAttributes?

Contains ProblemType, AutoMLJobObjective, and CompletionCriteria. If you do not provide these values, they are inferred.

roleArn

var roleArn: 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.

Functions

autoMlJobArtifacts

fun autoMlJobArtifacts(block: AutoMlJobArtifacts.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.AutoMlJobArtifacts inside the given block

autoMlJobConfig

fun autoMlJobConfig(block: AutoMlJobConfig.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.AutoMlJobConfig inside the given block

autoMlJobObjective

fun autoMlJobObjective(block: AutoMlJobObjective.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.AutoMlJobObjective inside the given block

bestCandidate

fun bestCandidate(block: AutoMlCandidate.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.AutoMlCandidate inside the given block

modelDeployConfig

fun modelDeployConfig(block: ModelDeployConfig.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.ModelDeployConfig inside the given block

modelDeployResult

fun modelDeployResult(block: ModelDeployResult.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.ModelDeployResult inside the given block

outputDataConfig

fun outputDataConfig(block: AutoMlOutputDataConfig.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.AutoMlOutputDataConfig inside the given block

resolvedAttributes

fun resolvedAttributes(block: ResolvedAttributes.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.ResolvedAttributes inside the given block