software.amazon.awssdk.services.sagemaker.model

Interface AutoMLProblemTypeConfig.Builder

All Superinterfaces:

Buildable, CopyableBuilder<AutoMLProblemTypeConfig.Builder,AutoMLProblemTypeConfig>, SdkBuilder<AutoMLProblemTypeConfig.Builder,AutoMLProblemTypeConfig>, SdkPojo

Enclosing class:

AutoMLProblemTypeConfig

public static interface AutoMLProblemTypeConfig.Builder
extends SdkPojo, CopyableBuilder<AutoMLProblemTypeConfig.Builder,AutoMLProblemTypeConfig>

Method Summary

Modifier and Type	Method and Description
default AutoMLProblemTypeConfig.Builder	imageClassificationJobConfig(Consumer<ImageClassificationJobConfig.Builder> imageClassificationJobConfig) Settings used to configure an AutoML job V2 for the image classification problem type.
AutoMLProblemTypeConfig.Builder	imageClassificationJobConfig(ImageClassificationJobConfig imageClassificationJobConfig) Settings used to configure an AutoML job V2 for the image classification problem type.
default AutoMLProblemTypeConfig.Builder	tabularJobConfig(Consumer<TabularJobConfig.Builder> tabularJobConfig) Settings used to configure an AutoML job V2 for a tabular problem type (regression, classification).
AutoMLProblemTypeConfig.Builder	tabularJobConfig(TabularJobConfig tabularJobConfig) Settings used to configure an AutoML job V2 for a tabular problem type (regression, classification).
default AutoMLProblemTypeConfig.Builder	textClassificationJobConfig(Consumer<TextClassificationJobConfig.Builder> textClassificationJobConfig) Settings used to configure an AutoML job V2 for the text classification problem type.
AutoMLProblemTypeConfig.Builder	textClassificationJobConfig(TextClassificationJobConfig textClassificationJobConfig) Settings used to configure an AutoML job V2 for the text classification problem type.
default AutoMLProblemTypeConfig.Builder	timeSeriesForecastingJobConfig(Consumer<TimeSeriesForecastingJobConfig.Builder> timeSeriesForecastingJobConfig) Settings used to configure an AutoML job V2 for a time-series forecasting problem type.
AutoMLProblemTypeConfig.Builder	timeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig timeSeriesForecastingJobConfig) Settings used to configure an AutoML job V2 for a time-series forecasting problem type.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Method Detail

imageClassificationJobConfig

AutoMLProblemTypeConfig.Builder imageClassificationJobConfig(ImageClassificationJobConfig imageClassificationJobConfig)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

imageClassificationJobConfig

default AutoMLProblemTypeConfig.Builder imageClassificationJobConfig(Consumer<ImageClassificationJobConfig.Builder> imageClassificationJobConfig)

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

This is a convenience method that creates an instance of the ImageClassificationJobConfig.Builder avoiding the need to create one manually via ImageClassificationJobConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to imageClassificationJobConfig(ImageClassificationJobConfig).

Parameters:

imageClassificationJobConfig - a consumer that will call methods on ImageClassificationJobConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

imageClassificationJobConfig(ImageClassificationJobConfig)

textClassificationJobConfig

AutoMLProblemTypeConfig.Builder textClassificationJobConfig(TextClassificationJobConfig textClassificationJobConfig)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

textClassificationJobConfig

default AutoMLProblemTypeConfig.Builder textClassificationJobConfig(Consumer<TextClassificationJobConfig.Builder> textClassificationJobConfig)

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

This is a convenience method that creates an instance of the TextClassificationJobConfig.Builder avoiding the need to create one manually via TextClassificationJobConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to textClassificationJobConfig(TextClassificationJobConfig).

Parameters:

textClassificationJobConfig - a consumer that will call methods on TextClassificationJobConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

textClassificationJobConfig(TextClassificationJobConfig)

tabularJobConfig

AutoMLProblemTypeConfig.Builder tabularJobConfig(TabularJobConfig tabularJobConfig)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

tabularJobConfig

default AutoMLProblemTypeConfig.Builder tabularJobConfig(Consumer<TabularJobConfig.Builder> tabularJobConfig)

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

This is a convenience method that creates an instance of the TabularJobConfig.Builder avoiding the need to create one manually via TabularJobConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to tabularJobConfig(TabularJobConfig).

Parameters:

tabularJobConfig - a consumer that will call methods on TabularJobConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

tabularJobConfig(TabularJobConfig)

timeSeriesForecastingJobConfig

AutoMLProblemTypeConfig.Builder timeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig timeSeriesForecastingJobConfig)

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

The TimeSeriesForecastingJobConfig problem type is only available in private beta. Contact Amazon Web Services Support or your account manager to learn more about access privileges.

Parameters:

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

The TimeSeriesForecastingJobConfig problem type is only available in private beta. Contact Amazon Web Services Support or your account manager to learn more about access privileges.

Returns:

Returns a reference to this object so that method calls can be chained together.

timeSeriesForecastingJobConfig

default AutoMLProblemTypeConfig.Builder timeSeriesForecastingJobConfig(Consumer<TimeSeriesForecastingJobConfig.Builder> timeSeriesForecastingJobConfig)

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

The TimeSeriesForecastingJobConfig problem type is only available in private beta. Contact Amazon Web Services Support or your account manager to learn more about access privileges.

This is a convenience method that creates an instance of the TimeSeriesForecastingJobConfig.Builder avoiding the need to create one manually via TimeSeriesForecastingJobConfig.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to timeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig).

Parameters:

timeSeriesForecastingJobConfig - a consumer that will call methods on TimeSeriesForecastingJobConfig.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

timeSeriesForecastingJobConfig(TimeSeriesForecastingJobConfig)