Struct SyntheticDataColumnProperties 

#[non_exhaustive]
pub struct SyntheticDataColumnProperties {
    pub column_name: String,
    pub column_type: SyntheticDataColumnType,
    pub is_predictive_value: bool,
}

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

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

column_name: String

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

column_type: SyntheticDataColumnType

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

is_predictive_value: bool

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.

Implementations

impl SyntheticDataColumnProperties

pub fn column_name(&self) -> &str

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

pub fn column_type(&self) -> &SyntheticDataColumnType

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

pub fn is_predictive_value(&self) -> bool

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.

impl SyntheticDataColumnProperties

pub fn builder() -> SyntheticDataColumnPropertiesBuilder

Creates a new builder-style object to manufacture SyntheticDataColumnProperties.

Trait Implementations

impl Clone for SyntheticDataColumnProperties

fn clone(&self) -> SyntheticDataColumnProperties

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for SyntheticDataColumnProperties

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl PartialEq for SyntheticDataColumnProperties

fn eq(&self, other: &SyntheticDataColumnProperties) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for SyntheticDataColumnProperties