sagemaker/aws.sdk.kotlin.services.sagemaker.model/DescribeAutoMlJobV2Response/Builder

Builder

class Builder

Properties

autoMlComputeConfig

var autoMlComputeConfig: AutoMlComputeConfig?

The compute configuration used for the AutoML job V2.

autoMlJobArn

var autoMlJobArn: String?

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

autoMlJobArtifacts

var autoMlJobArtifacts: AutoMlJobArtifacts?

The artifacts that are generated during an AutoML job.

autoMlJobInputDataConfig

var autoMlJobInputDataConfig: List<AutoMlJobChannel>?

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

autoMlJobName

var autoMlJobName: String?

Returns the name of the AutoML job V2.

autoMlJobObjective

var autoMlJobObjective: AutoMlJobObjective?

Returns the job's objective.

autoMlJobSecondaryStatus

var autoMlJobSecondaryStatus: AutoMlJobSecondaryStatus?

Returns the secondary status of the AutoML job V2.

autoMlJobStatus

var autoMlJobStatus: AutoMlJobStatus?

Returns the status of the AutoML job V2.

autoMlProblemTypeConfig

var autoMlProblemTypeConfig: AutoMlProblemTypeConfig?

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

autoMlProblemTypeConfigName

var autoMlProblemTypeConfigName: AutoMlProblemTypeConfigName?

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

bestCandidate

var bestCandidate: AutoMlCandidate?

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

creationTime

var creationTime: Instant?

Returns the creation time of the AutoML job V2.

dataSplitConfig

var dataSplitConfig: AutoMlDataSplitConfig?

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

endTime

var endTime: Instant?

Returns the end time of the AutoML job V2.

failureReason

var failureReason: String?

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

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 V2.

resolvedAttributes

var resolvedAttributes: AutoMlResolvedAttributes?

Returns the resolved attributes used by the AutoML job V2.

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.

securityConfig

var securityConfig: AutoMlSecurityConfig?

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

Functions

autoMlComputeConfig

fun autoMlComputeConfig(block: AutoMlComputeConfig.Builder.() -> Unit)

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

autoMlJobArtifacts

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

construct an aws.sdk.kotlin.services.sagemaker.model.AutoMlJobArtifacts 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

dataSplitConfig

fun dataSplitConfig(block: AutoMlDataSplitConfig.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.AutoMlDataSplitConfig 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: AutoMlResolvedAttributes.Builder.() -> Unit)

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

securityConfig

fun securityConfig(block: AutoMlSecurityConfig.Builder.() -> Unit)

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