Struct AnomalyDetector 

pub struct AnomalyDetector { /* private fields */ }

Anomaly detection engine

Implementations

impl AnomalyDetector

pub fn new() -> Self

Create new anomaly detector with default parameters

pub fn with_params( z_score_threshold: f64, iqr_multiplier: f64, moving_avg_window: usize, smoothing_alpha: f64, ) -> Self

Create with custom parameters

pub fn track_metric(&mut self, name: &str, value: f64, timestamp: DateTime<Utc>)

Track metric value

pub fn detect( &self, metric_name: &str, current_value: f64, method: DetectionMethod, ) -> Option<AnomalyResult>

Detect anomaly using specified method

pub fn analyze_log(&mut self, log: &LogEntry) -> Vec<ThreatAlert>

Analyze log for metric anomalies

pub fn get_metric(&self, name: &str) -> Option<&TimeSeries>

Get metric statistics

pub fn get_all_metrics(&self) -> Vec<&str>

Get all tracked metrics

pub fn clear_old_data(&mut self, before: DateTime<Utc>)

Clear old data from metrics

Trait Implementations

impl Default for AnomalyDetector

fn default() -> Self

Returns the “default value” for a type.