Struct TrainingPipeline 

pub struct TrainingPipeline { /* private fields */ }

Training pipeline for structured training workflows

Implementations

impl TrainingPipeline

pub fn new(name: impl Into<String>, config: SonaConfig) -> Self

Create a new training pipeline

pub fn from_template(template: TrainingTemplate) -> Self

Create from template

pub fn with_batch_config(self, config: BatchConfig) -> Self

Set batch configuration

pub fn with_training_method(self, method: TrainingMethod) -> Self

Set training method

pub fn with_callback<C: TrainingCallback + 'static>(self, callback: C) -> Self

Set callback

pub fn with_pattern_extraction(self, enabled: bool) -> Self

Enable/disable pattern extraction

pub fn add_example(&mut self, example: TrainingExample)

Add a training example

pub fn add_examples( &mut self, examples: impl IntoIterator<Item = TrainingExample>, )

Add multiple training examples

pub fn add_validation_example(&mut self, example: TrainingExample)

Add validation example

pub fn stage(&self) -> &PipelineStage

Get current stage

pub fn example_count(&self) -> usize

Get number of examples

pub fn metrics(&self) -> &TrainingMetrics

Get metrics

pub fn engine(&self) -> &SonaEngine

Get engine reference

pub fn engine_mut(&mut self) -> &mut SonaEngine

Get mutable engine reference

pub fn train(&mut self) -> Result<TrainingResult, String>

Run the training pipeline

pub fn clear_examples(&mut self)

Clear examples (keep engine state)

pub fn reset(&mut self)

Reset pipeline (clear examples and metrics)