interface SyntheticDataColumnPropertiesProperty

Language	Type name
.NET	`Amazon.CDK.Mixins.Preview.AWS.CleanRooms.Mixins.CfnAnalysisTemplatePropsMixin.SyntheticDataColumnPropertiesProperty`
Go	`github.com/aws/aws-cdk-go/awscdkmixinspreview/v2/awscleanrooms/mixins#CfnAnalysisTemplatePropsMixin_SyntheticDataColumnPropertiesProperty`
Java	`software.amazon.awscdk.mixins.preview.services.cleanrooms.mixins.CfnAnalysisTemplatePropsMixin.SyntheticDataColumnPropertiesProperty`
Python	`aws_cdk.mixins_preview.aws_cleanrooms.mixins.CfnAnalysisTemplatePropsMixin.SyntheticDataColumnPropertiesProperty`
TypeScript	`@aws-cdk/mixins-preview` » `aws_cleanrooms` » `mixins` » `CfnAnalysisTemplatePropsMixin` » `SyntheticDataColumnPropertiesProperty`

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 { mixins as cleanrooms_mixins } from '@aws-cdk/mixins-preview/aws-cleanrooms';
const syntheticDataColumnPropertiesProperty: cleanrooms_mixins.CfnAnalysisTemplatePropsMixin.SyntheticDataColumnPropertiesProperty = {
  columnName: 'columnName',
  columnType: 'columnType',
  isPredictiveValue: false,
};

Properties

Name	Type	Description
columnName?	`string`	The name of the data column as it appears in the dataset.
columnType?	`string`	The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column.
isPredictiveValue?	`boolean \|` `IResolvable`	Indicates if this column contains predictive values that should be treated as target variables in machine learning models.

columnName?

Type: string (optional)

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

columnType?

Type: string (optional)

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

isPredictiveValue?

Type: boolean | IResolvable (optional)

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.

AWS CDK