Package software.amazon.awscdk.services.cleanrooms

Class CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.Builder

java.lang.Object

software.amazon.awscdk.services.cleanrooms.CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty>

Enclosing interface:

CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty

@Stability(Stable)
public static final class CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.Builder
extends Object
implements software.amazon.jsii.Builder<CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty>

A builder for CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty	build()	Builds the configured instance.
CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.Builder	columnName(String columnName)	Sets the value of CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.getColumnName()
CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.Builder	columnType(String columnType)	Sets the value of CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.getColumnType()
CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.Builder	isPredictiveValue(Boolean isPredictiveValue)	Sets the value of CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.getIsPredictiveValue()
CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.Builder	isPredictiveValue(IResolvable isPredictiveValue)	Sets the value of CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.getIsPredictiveValue()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

Builder

public Builder()

Method Details

columnName

@Stability(Stable)
public CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.Builder columnName(String columnName)

Sets the value of CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.getColumnName()

Parameters:

columnName - The name of the data column as it appears in the dataset. This parameter is required.

Returns:

this

columnType

@Stability(Stable)
public CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.Builder columnType(String columnType)

Sets the value of CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.getColumnType()

Parameters:

columnType - The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column. This parameter is required.

Returns:

this

isPredictiveValue

@Stability(Stable)
public CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.Builder isPredictiveValue(Boolean isPredictiveValue)

Sets the value of CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.getIsPredictiveValue()

Parameters:

isPredictiveValue - Indicates if this column contains predictive values that should be treated as target variables in machine learning models. This parameter is required. This affects how the synthetic data generation preserves statistical relationships.

Returns:

this

isPredictiveValue

@Stability(Stable)
public CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.Builder isPredictiveValue(IResolvable isPredictiveValue)

Sets the value of CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty.getIsPredictiveValue()

Parameters:

isPredictiveValue - Indicates if this column contains predictive values that should be treated as target variables in machine learning models. This parameter is required. This affects how the synthetic data generation preserves statistical relationships.

Returns:

this

build

@Stability(Stable)
public CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty>

Returns:

a new instance of CfnAnalysisTemplate.SyntheticDataColumnPropertiesProperty

Throws:

NullPointerException - if any required attribute was not provided