Package software.amazon.awscdk.cfnpropertymixins.services.cleanrooms

Interface CfnAnalysisTemplatePropsMixin.SyntheticDataColumnPropertiesProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnAnalysisTemplatePropsMixin.SyntheticDataColumnPropertiesProperty.Jsii$Proxy

Enclosing class:

CfnAnalysisTemplatePropsMixin

@Stability(Stable)
public static interface CfnAnalysisTemplatePropsMixin.SyntheticDataColumnPropertiesProperty
extends software.amazon.jsii.JsiiSerializable

Properties that define how a specific data column should be handled during synthetic data generation, including its name, type, and role in predictive modeling.

Example:

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.cfnpropertymixins.services.cleanrooms.*;
 SyntheticDataColumnPropertiesProperty syntheticDataColumnPropertiesProperty = SyntheticDataColumnPropertiesProperty.builder()
         .columnName("columnName")
         .columnType("columnType")
         .isPredictiveValue(false)
         .build();
 

See Also:

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

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method	Description
static CfnAnalysisTemplatePropsMixin.SyntheticDataColumnPropertiesProperty.Builder	builder()
default String	getColumnName()	The name of the data column as it appears in the dataset.
default String	getColumnType()	The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column.
default Object	getIsPredictiveValue()	Indicates if this column contains predictive values that should be treated as target variables in machine learning models.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Details

getColumnName

@Stability(Stable)
@Nullable
default String getColumnName()

The name of the data column as it appears in the dataset.

See Also:

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

getColumnType

@Stability(Stable)
@Nullable
default String getColumnType()

The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column.

See Also:

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

getIsPredictiveValue

@Stability(Stable)
@Nullable
default Object getIsPredictiveValue()

Indicates if this column contains predictive values that should be treated as target variables in machine learning models.

This affects how the synthetic data generation preserves statistical relationships.

Returns union: either Boolean or IResolvable

See Also:

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

builder

@Stability(Stable)
static CfnAnalysisTemplatePropsMixin.SyntheticDataColumnPropertiesProperty.Builder builder()

Returns:

a CfnAnalysisTemplatePropsMixin.SyntheticDataColumnPropertiesProperty.Builder of CfnAnalysisTemplatePropsMixin.SyntheticDataColumnPropertiesProperty