Interface SyntheticDataColumnProperties.Builder

All Superinterfaces:

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

Enclosing class:

SyntheticDataColumnProperties

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

Method Summary

Modifier and Type	Method	Description
SyntheticDataColumnProperties.Builder	columnName(String columnName)	The name of the data column as it appears in the dataset.
SyntheticDataColumnProperties.Builder	columnType(String columnType)	The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column.
SyntheticDataColumnProperties.Builder	columnType(SyntheticDataColumnType columnType)	The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column.
SyntheticDataColumnProperties.Builder	isPredictiveValue(Boolean isPredictiveValue)	Indicates if this column contains predictive values that should be treated as target variables in machine learning models.

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

columnName

SyntheticDataColumnProperties.Builder columnName(String columnName)

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

Parameters:

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

Returns:

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

columnType

SyntheticDataColumnProperties.Builder columnType(String columnType)

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

Parameters:

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

Returns:

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

See Also:

• SyntheticDataColumnType
• SyntheticDataColumnType

columnType

SyntheticDataColumnProperties.Builder columnType(SyntheticDataColumnType columnType)

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

Parameters:

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

Returns:

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

See Also:

• SyntheticDataColumnType
• SyntheticDataColumnType

isPredictiveValue

SyntheticDataColumnProperties.Builder isPredictiveValue(Boolean isPredictiveValue)

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.

Parameters:

isPredictiveValue - 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:

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