Struct AbsoluteChangeDetector

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pub struct AbsoluteChangeDetector {
    pub max_absolute_change: f64,
    pub min_history_size: usize,
}

Expand description

Detects anomalies based on absolute change thresholds.

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§max_absolute_change: f64

Maximum allowed absolute change.

§min_history_size: usize

Minimum history size required for detection.

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impl AbsoluteChangeDetector

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pub fn new(max_absolute_change: f64) -> Self

Creates a new absolute change detector.

§Arguments

max_absolute_change - Maximum allowed absolute change

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pub fn with_min_history_size(self, size: usize) -> Self

Sets the minimum history size required.

Trait Implementations§

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impl AnomalyDetector for AbsoluteChangeDetector

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fn detect<'life0, 'life1, 'life2, 'life3, 'async_trait>( &'life0 self, metric_name: &'life1 str, current_value: &'life2 MetricValue, history: &'life3 [MetricDataPoint], ) -> Pin<Box<dyn Future<Output = AnalyzerResult<Option<Anomaly>>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait, 'life3: 'async_trait,

Detects anomalies in the given metric. Read more

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fn name(&self) -> &str

Returns the name of this detection strategy.

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fn description(&self) -> &str

Returns a description of this detection strategy.

Auto Trait Implementations§

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impl UnwindSafe for AbsoluteChangeDetector

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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fn in_current_span(self) -> Instrumented<Self>

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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