Package software.amazon.awscdk.services.cleanrooms

Interface CfnAnalysisTemplate.SyntheticDataParametersProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnAnalysisTemplate.SyntheticDataParametersProperty.Jsii$Proxy

Enclosing class:

CfnAnalysisTemplate

@Stability(Stable)
public static interface CfnAnalysisTemplate.SyntheticDataParametersProperty
extends software.amazon.jsii.JsiiSerializable

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

Example:

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.services.cleanrooms.*;
 SyntheticDataParametersProperty syntheticDataParametersProperty = SyntheticDataParametersProperty.builder()
         .mlSyntheticDataParameters(MLSyntheticDataParametersProperty.builder()
                 .columnClassification(ColumnClassificationDetailsProperty.builder()
                         .columnMapping(List.of(SyntheticDataColumnPropertiesProperty.builder()
                                 .columnName("columnName")
                                 .columnType("columnType")
                                 .isPredictiveValue(false)
                                 .build()))
                         .build())
                 .epsilon(123)
                 .maxMembershipInferenceAttackScore(123)
                 .build())
         .build();
 

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-cleanrooms-analysistemplate-syntheticdataparameters.html

Nested Class Summary

Nested Classes

Modifier and Type	Interface	Description
static final class	CfnAnalysisTemplate.SyntheticDataParametersProperty.Builder	A builder for CfnAnalysisTemplate.SyntheticDataParametersProperty
static final class	CfnAnalysisTemplate.SyntheticDataParametersProperty.Jsii$Proxy	An implementation for CfnAnalysisTemplate.SyntheticDataParametersProperty

Method Summary

Modifier and Type	Method	Description
static CfnAnalysisTemplate.SyntheticDataParametersProperty.Builder	builder()
Object	getMlSyntheticDataParameters()	The machine learning-specific parameters for synthetic data generation.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Details

getMlSyntheticDataParameters

@Stability(Stable)
@NotNull
Object getMlSyntheticDataParameters()

The machine learning-specific parameters for synthetic data generation.

Returns union: either IResolvable or CfnAnalysisTemplate.MLSyntheticDataParametersProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-cleanrooms-analysistemplate-syntheticdataparameters.html#cfn-cleanrooms-analysistemplate-syntheticdataparameters-mlsyntheticdataparameters

builder

@Stability(Stable)
static CfnAnalysisTemplate.SyntheticDataParametersProperty.Builder builder()

Returns:

a CfnAnalysisTemplate.SyntheticDataParametersProperty.Builder of CfnAnalysisTemplate.SyntheticDataParametersProperty