#[non_exhaustive]pub struct SyntheticDataColumnPropertiesBuilder { /* private fields */ }Expand description
A builder for SyntheticDataColumnProperties.
Implementations§
Source§impl SyntheticDataColumnPropertiesBuilder
impl SyntheticDataColumnPropertiesBuilder
Sourcepub fn column_name(self, input: impl Into<String>) -> Self
pub fn column_name(self, input: impl Into<String>) -> Self
The name of the data column as it appears in the dataset.
This field is required.Sourcepub fn set_column_name(self, input: Option<String>) -> Self
pub fn set_column_name(self, input: Option<String>) -> Self
The name of the data column as it appears in the dataset.
Sourcepub fn get_column_name(&self) -> &Option<String>
pub fn get_column_name(&self) -> &Option<String>
The name of the data column as it appears in the dataset.
Sourcepub fn column_type(self, input: SyntheticDataColumnType) -> Self
pub fn column_type(self, input: SyntheticDataColumnType) -> Self
The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column.
This field is required.Sourcepub fn set_column_type(self, input: Option<SyntheticDataColumnType>) -> Self
pub fn set_column_type(self, input: Option<SyntheticDataColumnType>) -> Self
The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column.
Sourcepub fn get_column_type(&self) -> &Option<SyntheticDataColumnType>
pub fn get_column_type(&self) -> &Option<SyntheticDataColumnType>
The data type of the column, which determines how the synthetic data generation algorithm processes and synthesizes values for this column.
Sourcepub fn is_predictive_value(self, input: bool) -> Self
pub fn is_predictive_value(self, input: bool) -> Self
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.
This field is required.Sourcepub fn set_is_predictive_value(self, input: Option<bool>) -> Self
pub fn set_is_predictive_value(self, input: Option<bool>) -> Self
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.
Sourcepub fn get_is_predictive_value(&self) -> &Option<bool>
pub fn get_is_predictive_value(&self) -> &Option<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.
Sourcepub fn build(self) -> Result<SyntheticDataColumnProperties, BuildError>
pub fn build(self) -> Result<SyntheticDataColumnProperties, BuildError>
Consumes the builder and constructs a SyntheticDataColumnProperties.
This method will fail if any of the following fields are not set:
Trait Implementations§
Source§impl Clone for SyntheticDataColumnPropertiesBuilder
impl Clone for SyntheticDataColumnPropertiesBuilder
Source§fn clone(&self) -> SyntheticDataColumnPropertiesBuilder
fn clone(&self) -> SyntheticDataColumnPropertiesBuilder
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
source. Read moreSource§impl Default for SyntheticDataColumnPropertiesBuilder
impl Default for SyntheticDataColumnPropertiesBuilder
Source§fn default() -> SyntheticDataColumnPropertiesBuilder
fn default() -> SyntheticDataColumnPropertiesBuilder
Source§impl PartialEq for SyntheticDataColumnPropertiesBuilder
impl PartialEq for SyntheticDataColumnPropertiesBuilder
Source§fn eq(&self, other: &SyntheticDataColumnPropertiesBuilder) -> bool
fn eq(&self, other: &SyntheticDataColumnPropertiesBuilder) -> bool
self and other values to be equal, and is used by ==.impl StructuralPartialEq for SyntheticDataColumnPropertiesBuilder
Auto Trait Implementations§
impl Freeze for SyntheticDataColumnPropertiesBuilder
impl RefUnwindSafe for SyntheticDataColumnPropertiesBuilder
impl Send for SyntheticDataColumnPropertiesBuilder
impl Sync for SyntheticDataColumnPropertiesBuilder
impl Unpin for SyntheticDataColumnPropertiesBuilder
impl UnwindSafe for SyntheticDataColumnPropertiesBuilder
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