Struct PersonaGenerator 

pub struct PersonaGenerator { /* private fields */ }

Generator for creating data based on persona profiles

Uses the persona’s seed and traits to generate consistent, domain-appropriate data that reflects the persona’s personality.

Implementations

impl PersonaGenerator

pub fn new(domain: Domain) -> Self

Create a new persona generator

pub fn generate_for_persona( &self, persona: &PersonaProfile, field_type: &str, ) -> Result<Value>

Generate data for a specific field type based on persona

Uses the persona’s seed to create a deterministic RNG, then generates domain-specific data that may be influenced by the persona’s traits.

pub fn generate_for_persona_with_reality( &self, persona: &PersonaProfile, field_type: &str, reality_ratio: f64, recorded_data: Option<&Value>, real_data: Option<&Value>, ) -> Result<Value>

Generate data for a specific field type based on persona with reality awareness

The reality ratio determines how much the generated data blends with recorded/real data:

• 0.0-0.3: Purely synthetic (persona-generated)
• 0.3-0.7: Blended with recorded snapshots
• 0.7-1.0: Blended with upstream/real data

Arguments

• persona - Persona profile to generate data for
• field_type - Type of field to generate (e.g., “name”, “email”, “amount”)
• reality_ratio - Reality continuum ratio (0.0 = mock, 1.0 = real)
• recorded_data - Optional recorded/snapshot data to blend with
• real_data - Optional real/upstream data to blend with

pub fn generate_traits_from_backstory( &self, persona: &PersonaProfile, ) -> Result<HashMap<String, String>>

Generate traits from a persona’s backstory

Analyzes the backstory to extract or infer trait values that align with the narrative. This ensures traits are coherent with the backstory.

Trait Implementations

impl Debug for PersonaGenerator

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

Formats the value using the given formatter.