pub struct AnomalyDetector { /* private fields */ }Expand description
Anomaly detector for signal patterns.
Implementations§
Source§impl AnomalyDetector
impl AnomalyDetector
Sourcepub fn new(risk_scores: HashMap<AnomalyType, u32>) -> Self
pub fn new(risk_scores: HashMap<AnomalyType, u32>) -> Self
Create a new anomaly detector.
Sourcepub fn with_config(
config: AnomalyDetectorConfig,
risk_scores: HashMap<AnomalyType, u32>,
) -> Self
pub fn with_config( config: AnomalyDetectorConfig, risk_scores: HashMap<AnomalyType, u32>, ) -> Self
Create with custom configuration.
Sourcepub fn check_signal(
&self,
signal: &Signal,
recent_signals: &[Signal],
) -> Option<Anomaly>
pub fn check_signal( &self, signal: &Signal, recent_signals: &[Signal], ) -> Option<Anomaly>
Check a single signal for anomalies against recent history.
Sourcepub fn detect_batch_anomalies(
&self,
current: &SignalBucket,
historical: &[&SignalBucket],
) -> Vec<Anomaly>
pub fn detect_batch_anomalies( &self, current: &SignalBucket, historical: &[&SignalBucket], ) -> Vec<Anomaly>
Detect batch anomalies across buckets.
Auto Trait Implementations§
impl Freeze for AnomalyDetector
impl RefUnwindSafe for AnomalyDetector
impl Send for AnomalyDetector
impl Sync for AnomalyDetector
impl Unpin for AnomalyDetector
impl UnsafeUnpin for AnomalyDetector
impl UnwindSafe for AnomalyDetector
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