Struct ContextRegressionPredictor 

pub struct ContextRegressionPredictor { /* private fields */ }

Context-aware regression predictor

Implementations

impl ContextRegressionPredictor

pub fn new() -> Self

Create new predictor

pub fn with_cold_start_margin(self, margin: f64) -> Self

Set cold start margin

pub fn with_min_margin(self, margin: f64) -> Self

Set minimum margin

pub fn with_temp_factor(self, factor: f64) -> Self

Set temperature factor

pub fn with_staleness(self, sec: u64) -> Self

Set staleness threshold

pub fn add_baseline(&mut self, metric: &str, value: f64, context: SystemContext)

Add baseline entry

pub fn baseline_count(&self, metric: &str) -> usize

Get baseline count for metric

pub fn has_sufficient_history(&self, metric: &str) -> bool

Check if sufficient history

pub fn compute_threshold( &self, metric: &str, current_context: &SystemContext, ) -> RegressionThreshold

Compute context-aware threshold

pub fn detect_trend(&self, metric: &str) -> Option<Trend>

Detect trend in baselines

pub fn check_regression( &self, metric: &str, current_value: f64, context: &SystemContext, ) -> RegressionCheck

Check for regression

pub fn clear(&mut self, metric: &str)

Clear history for metric

pub fn clear_all(&mut self)

Clear all history

pub fn export_json(&self, metric: &str) -> Option<String>

Export baselines to JSON

Trait Implementations

impl Debug for ContextRegressionPredictor

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

Formats the value using the given formatter.

impl Default for ContextRegressionPredictor

fn default() -> Self

Returns the “default value” for a type.