Struct TemplateGenerator 

pub struct TemplateGenerator { /* private fields */ }

Template-based synthetic data generator.

Generates variations by filling slots in templates.

Implementations

impl TemplateGenerator

pub fn new() -> Self

Create a new template generator.

pub fn with_config(config: TemplateConfig) -> Self

Create a generator with configuration.

pub fn add_template(&mut self, template: Template)

Add a template.

pub fn with_template(self, template: Template) -> Self

Add a template (builder pattern).

pub fn templates(&self) -> &[Template]

Get all templates.

pub fn config(&self) -> &TemplateConfig

Get configuration.

pub fn total_combinations(&self) -> usize

Calculate total possible combinations across all templates.

pub fn generate_samples(&self, count: usize, seed: u64) -> Vec<String>

Generate samples from templates.

pub fn shell_commands() -> Self

Create common shell command templates.

Trait Implementations

impl Clone for TemplateGenerator

fn clone(&self) -> TemplateGenerator

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TemplateGenerator

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

Formats the value using the given formatter.

impl Default for TemplateGenerator

fn default() -> Self

Returns the “default value” for a type.

impl SyntheticGenerator for TemplateGenerator

type Input = String

Type of seed samples used for generation.

type Output = String

Type of generated synthetic samples.

fn generate( &self, seeds: &[String], config: &SyntheticConfig, ) -> Result<Vec<String>>

Generate synthetic examples from seed data.

fn quality_score(&self, generated: &String, _seed: &String) -> f32

Estimate quality of a generated sample relative to its seed.

fn diversity_score(&self, batch: &[String]) -> f32

Measure diversity of a batch of generated samples.