Interface SyntheticDataConfiguration.Builder

All Superinterfaces:

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

Enclosing class:

SyntheticDataConfiguration

@Mutable
@NotThreadSafe
public static interface SyntheticDataConfiguration.Builder
extends SdkPojo, CopyableBuilder<SyntheticDataConfiguration.Builder,SyntheticDataConfiguration>

Method Summary

Modifier and Type	Method	Description
default SyntheticDataConfiguration.Builder	syntheticDataEvaluationScores(Consumer<SyntheticDataEvaluationScores.Builder> syntheticDataEvaluationScores)	Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.
SyntheticDataConfiguration.Builder	syntheticDataEvaluationScores(SyntheticDataEvaluationScores syntheticDataEvaluationScores)	Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.
default SyntheticDataConfiguration.Builder	syntheticDataParameters(Consumer<MLSyntheticDataParameters.Builder> syntheticDataParameters)	The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.
SyntheticDataConfiguration.Builder	syntheticDataParameters(MLSyntheticDataParameters syntheticDataParameters)	The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.

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

copy

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

applyMutation, build

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

equalsBySdkFields, sdkFieldNameToField, sdkFields

Method Details

syntheticDataParameters

SyntheticDataConfiguration.Builder syntheticDataParameters(MLSyntheticDataParameters syntheticDataParameters)

The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.

Parameters:

syntheticDataParameters - The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.

Returns:

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

syntheticDataParameters

default SyntheticDataConfiguration.Builder syntheticDataParameters(Consumer<MLSyntheticDataParameters.Builder> syntheticDataParameters)

The parameters that control how synthetic data is generated, including privacy settings, column classifications, and other configuration options that affect the data synthesis process.

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

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

Parameters:

syntheticDataParameters - a consumer that will call methods on MLSyntheticDataParameters.Builder

Returns:

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

See Also:

• syntheticDataParameters(MLSyntheticDataParameters)

syntheticDataEvaluationScores

SyntheticDataConfiguration.Builder syntheticDataEvaluationScores(SyntheticDataEvaluationScores syntheticDataEvaluationScores)

Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.

Parameters:

syntheticDataEvaluationScores - Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.

Returns:

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

syntheticDataEvaluationScores

default SyntheticDataConfiguration.Builder syntheticDataEvaluationScores(Consumer<SyntheticDataEvaluationScores.Builder> syntheticDataEvaluationScores)

Evaluation scores that assess the quality and privacy characteristics of the generated synthetic data, providing metrics on data utility and privacy preservation.

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

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

Parameters:

syntheticDataEvaluationScores - a consumer that will call methods on SyntheticDataEvaluationScores.Builder

Returns:

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

See Also:

• syntheticDataEvaluationScores(SyntheticDataEvaluationScores)