Struct AnomalyDetector 

pub struct AnomalyDetector { /* private fields */ }

Anomaly detector

Implementations

impl AnomalyDetector

pub fn new(config: AnomalyDetectorConfig) -> Self

Create a new anomaly detector

pub fn add_data_point(&mut self, metric_name: String, point: TimeSeriesPoint)

Add time-series data point

pub fn update_baseline( &mut self, metric_name: &str, ) -> Result<MetricBaseline, String>

Update baseline for a metric

pub fn detect_value_anomaly( &self, metric_name: &str, value: f64, context: HashMap<String, String>, ) -> Option<Anomaly>

Detect anomalies in a single value

pub fn detect_timeseries_anomalies( &self, metric_name: &str, lookback_hours: i64, ) -> Result<Vec<Anomaly>, String>

Detect anomalies in time series using multiple methods

pub fn detect_collective_anomalies( &self, metric_names: &[String], lookback_hours: i64, ) -> Result<Vec<Anomaly>, String>

Detect collective anomalies (patterns across multiple metrics)

pub fn get_baseline(&self, metric_name: &str) -> Option<&MetricBaseline>

Get baseline for a metric

pub fn get_all_baselines(&self) -> Vec<MetricBaseline>

Get all baselines

pub fn clear_data(&mut self)

Clear all data