pub struct ABTestEngine { /* private fields */ }Expand description
A/B testing engine
Implementations§
Source§impl ABTestEngine
impl ABTestEngine
Sourcepub fn new(config: &OptimizerConfig) -> Self
pub fn new(config: &OptimizerConfig) -> Self
Create a new A/B testing engine
Sourcepub fn create_experiment_from_strategy(
&self,
name: impl Into<String>,
base_config: &ModelConfig,
strategy: &VariantStrategy,
) -> Result<Uuid>
pub fn create_experiment_from_strategy( &self, name: impl Into<String>, base_config: &ModelConfig, strategy: &VariantStrategy, ) -> Result<Uuid>
Create a new experiment with generated variants
Sourcepub fn create_experiment(
&self,
name: impl Into<String>,
variants: Vec<Variant>,
) -> Result<Uuid>
pub fn create_experiment( &self, name: impl Into<String>, variants: Vec<Variant>, ) -> Result<Uuid>
Create a custom experiment with specific variants
Sourcepub fn assign_variant(
&self,
experiment_id: &Uuid,
) -> Result<(Uuid, ModelConfig)>
pub fn assign_variant( &self, experiment_id: &Uuid, ) -> Result<(Uuid, ModelConfig)>
Assign a variant to a request
Sourcepub fn record_outcome(
&self,
experiment_id: &Uuid,
variant_id: &Uuid,
success: bool,
quality: f64,
cost: f64,
latency_ms: f64,
) -> Result<()>
pub fn record_outcome( &self, experiment_id: &Uuid, variant_id: &Uuid, success: bool, quality: f64, cost: f64, latency_ms: f64, ) -> Result<()>
Record the outcome of a request
Sourcepub fn conclude(&self, experiment_id: &Uuid) -> Result<Experiment>
pub fn conclude(&self, experiment_id: &Uuid) -> Result<Experiment>
Manually conclude an experiment
Sourcepub fn get_statistics(
&self,
experiment_id: &Uuid,
) -> Result<ExperimentStatistics>
pub fn get_statistics( &self, experiment_id: &Uuid, ) -> Result<ExperimentStatistics>
Get experiment statistics
Sourcepub fn get_experiment(&self, experiment_id: &Uuid) -> Option<Experiment>
pub fn get_experiment(&self, experiment_id: &Uuid) -> Option<Experiment>
Get experiment details
Sourcepub fn list_experiments(&self) -> Vec<Experiment>
pub fn list_experiments(&self) -> Vec<Experiment>
List all experiments
Sourcepub fn list_active_experiments(&self) -> Vec<Experiment>
pub fn list_active_experiments(&self) -> Vec<Experiment>
List active experiments
Sourcepub fn calculate_sample_size(
&self,
baseline_rate: f64,
min_effect: f64,
power: f64,
) -> Result<usize>
pub fn calculate_sample_size( &self, baseline_rate: f64, min_effect: f64, power: f64, ) -> Result<usize>
Calculate required sample size for an experiment
Sourcepub fn get_winner_config(
&self,
experiment_id: &Uuid,
) -> Result<Option<ModelConfig>>
pub fn get_winner_config( &self, experiment_id: &Uuid, ) -> Result<Option<ModelConfig>>
Get winning variant configuration (if experiment concluded)
Auto Trait Implementations§
impl !RefUnwindSafe for ABTestEngine
impl !UnwindSafe for ABTestEngine
impl Freeze for ABTestEngine
impl Send for ABTestEngine
impl Sync for ABTestEngine
impl Unpin for ABTestEngine
impl UnsafeUnpin for ABTestEngine
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