pub struct AdvancedAnomalyDetector { /* private fields */ }Expand description
Advanced anomaly detection system
Implementations§
Source§impl AdvancedAnomalyDetector
impl AdvancedAnomalyDetector
Sourcepub fn add_statistical_detector(
&mut self,
metricname: String,
detector: StatisticalDetector,
)
pub fn add_statistical_detector( &mut self, metricname: String, detector: StatisticalDetector, )
Add a statistical detector for a metric
Sourcepub fn add_ml_detector(
&mut self,
metricname: String,
detector: MLAnomalyDetector,
)
pub fn add_ml_detector( &mut self, metricname: String, detector: MLAnomalyDetector, )
Add a machine learning detector for a metric
Sourcepub fn add_time_series_detector(
&mut self,
metric_name: String,
detector: TimeSeriesAnomalyDetector,
)
pub fn add_time_series_detector( &mut self, metric_name: String, detector: TimeSeriesAnomalyDetector, )
Add a time series detector for a metric
Sourcepub fn configure_ensemble(&mut self, detector: EnsembleAnomalyDetector)
pub fn configure_ensemble(&mut self, detector: EnsembleAnomalyDetector)
Configure ensemble detector
Sourcepub fn detect_anomalies(
&mut self,
metrics: &HashMap<String, f64>,
) -> Result<Vec<AnomalyRecord>>
pub fn detect_anomalies( &mut self, metrics: &HashMap<String, f64>, ) -> Result<Vec<AnomalyRecord>>
Detect anomalies in new data
Sourcepub fn get_anomaly_insights(&self, lookbackhours: u64) -> AnomalyInsights
pub fn get_anomaly_insights(&self, lookbackhours: u64) -> AnomalyInsights
Get anomaly patterns and insights
Sourcepub fn update_detector_configurations(
&mut self,
feedback: AnomalyFeedback,
) -> Result<()>
pub fn update_detector_configurations( &mut self, feedback: AnomalyFeedback, ) -> Result<()>
Update detector configurations based on feedback
Auto Trait Implementations§
impl Freeze for AdvancedAnomalyDetector
impl RefUnwindSafe for AdvancedAnomalyDetector
impl Send for AdvancedAnomalyDetector
impl Sync for AdvancedAnomalyDetector
impl Unpin for AdvancedAnomalyDetector
impl UnsafeUnpin for AdvancedAnomalyDetector
impl UnwindSafe for AdvancedAnomalyDetector
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T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
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Mutably borrows from an owned value. Read more
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impl<T> IntoEither for T
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fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
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Converts self into a Right variant of Either<Self, Self>
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
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if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
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impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
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fn to_subset(&self) -> Option<SS>
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.