sagemaker/aws.sdk.kotlin.services.sagemaker.model/AutoMlProblemTypeConfig

AutoMlProblemTypeConfig

A collection of settings specific to the problem type used to configure an AutoML job V2. There must be one and only one config of the following type.

Inheritors

ImageClassificationJobConfig

TabularJobConfig

TextClassificationJobConfig

TextGenerationJobConfig

TimeSeriesForecastingJobConfig

SdkUnknown

Types

ImageClassificationJobConfig

data class ImageClassificationJobConfig(val value: ImageClassificationJobConfig) : AutoMlProblemTypeConfig

Settings used to configure an AutoML job V2 for the image classification problem type.

SdkUnknown

object SdkUnknown : AutoMlProblemTypeConfig

TabularJobConfig

data class TabularJobConfig(val value: TabularJobConfig) : AutoMlProblemTypeConfig

Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).

TextClassificationJobConfig

data class TextClassificationJobConfig(val value: TextClassificationJobConfig) : AutoMlProblemTypeConfig

Settings used to configure an AutoML job V2 for the text classification problem type.

TextGenerationJobConfig

data class TextGenerationJobConfig(val value: TextGenerationJobConfig) : AutoMlProblemTypeConfig

Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.

TimeSeriesForecastingJobConfig

data class TimeSeriesForecastingJobConfig(val value: TimeSeriesForecastingJobConfig) : AutoMlProblemTypeConfig

Settings used to configure an AutoML job V2 for the time-series forecasting problem type.

Functions

asImageClassificationJobConfig

fun asImageClassificationJobConfig(): ImageClassificationJobConfig

Casts this AutoMlProblemTypeConfig as a ImageClassificationJobConfig and retrieves its aws.sdk.kotlin.services.sagemaker.model.ImageClassificationJobConfig value. Throws an exception if the AutoMlProblemTypeConfig is not a ImageClassificationJobConfig.

asImageClassificationJobConfigOrNull

fun asImageClassificationJobConfigOrNull(): ImageClassificationJobConfig?

Casts this AutoMlProblemTypeConfig as a ImageClassificationJobConfig and retrieves its aws.sdk.kotlin.services.sagemaker.model.ImageClassificationJobConfig value. Returns null if the AutoMlProblemTypeConfig is not a ImageClassificationJobConfig.

asTabularJobConfig

fun asTabularJobConfig(): TabularJobConfig

Casts this AutoMlProblemTypeConfig as a TabularJobConfig and retrieves its aws.sdk.kotlin.services.sagemaker.model.TabularJobConfig value. Throws an exception if the AutoMlProblemTypeConfig is not a TabularJobConfig.

asTabularJobConfigOrNull

fun asTabularJobConfigOrNull(): TabularJobConfig?

Casts this AutoMlProblemTypeConfig as a TabularJobConfig and retrieves its aws.sdk.kotlin.services.sagemaker.model.TabularJobConfig value. Returns null if the AutoMlProblemTypeConfig is not a TabularJobConfig.

asTextClassificationJobConfig

fun asTextClassificationJobConfig(): TextClassificationJobConfig

Casts this AutoMlProblemTypeConfig as a TextClassificationJobConfig and retrieves its aws.sdk.kotlin.services.sagemaker.model.TextClassificationJobConfig value. Throws an exception if the AutoMlProblemTypeConfig is not a TextClassificationJobConfig.

asTextClassificationJobConfigOrNull

fun asTextClassificationJobConfigOrNull(): TextClassificationJobConfig?

Casts this AutoMlProblemTypeConfig as a TextClassificationJobConfig and retrieves its aws.sdk.kotlin.services.sagemaker.model.TextClassificationJobConfig value. Returns null if the AutoMlProblemTypeConfig is not a TextClassificationJobConfig.

asTextGenerationJobConfig

fun asTextGenerationJobConfig(): TextGenerationJobConfig

Casts this AutoMlProblemTypeConfig as a TextGenerationJobConfig and retrieves its aws.sdk.kotlin.services.sagemaker.model.TextGenerationJobConfig value. Throws an exception if the AutoMlProblemTypeConfig is not a TextGenerationJobConfig.

asTextGenerationJobConfigOrNull

fun asTextGenerationJobConfigOrNull(): TextGenerationJobConfig?

Casts this AutoMlProblemTypeConfig as a TextGenerationJobConfig and retrieves its aws.sdk.kotlin.services.sagemaker.model.TextGenerationJobConfig value. Returns null if the AutoMlProblemTypeConfig is not a TextGenerationJobConfig.

asTimeSeriesForecastingJobConfig

fun asTimeSeriesForecastingJobConfig(): TimeSeriesForecastingJobConfig

Casts this AutoMlProblemTypeConfig as a TimeSeriesForecastingJobConfig and retrieves its aws.sdk.kotlin.services.sagemaker.model.TimeSeriesForecastingJobConfig value. Throws an exception if the AutoMlProblemTypeConfig is not a TimeSeriesForecastingJobConfig.

asTimeSeriesForecastingJobConfigOrNull

fun asTimeSeriesForecastingJobConfigOrNull(): TimeSeriesForecastingJobConfig?

Casts this AutoMlProblemTypeConfig as a TimeSeriesForecastingJobConfig and retrieves its aws.sdk.kotlin.services.sagemaker.model.TimeSeriesForecastingJobConfig value. Returns null if the AutoMlProblemTypeConfig is not a TimeSeriesForecastingJobConfig.