TimeSeries

mockforge_chaos::predictive_remediation

Struct TimeSeries 

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pub struct TimeSeries {
    pub metric: MetricType,
    pub data: VecDeque<DataPoint>,
    pub max_size: usize,
}
Expand description

Time series for a metric

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§metric: MetricType§data: VecDeque<DataPoint>§max_size: usize

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impl TimeSeries

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pub fn new(metric: MetricType, max_size: usize) -> Self

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pub fn add(&mut self, point: DataPoint)

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pub fn values(&self) -> Vec<f64>

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pub fn moving_average(&self, window: usize) -> Vec<f64>

Calculate moving average

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pub fn exponential_moving_average(&self, alpha: f64) -> Vec<f64>

Calculate exponential moving average

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pub fn linear_trend(&self) -> Option<(f64, f64)>

Simple linear regression for trend

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pub fn predict_linear(&self, steps: usize) -> Vec<f64>

Predict next N values using linear trend

Trait Implementations§

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impl Clone for TimeSeries

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fn clone(&self) -> TimeSeries

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for TimeSeries

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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