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SummaryStatistics

fluxbench

Struct SummaryStatistics 

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pub struct SummaryStatistics {
Show 15 fields
    pub mean: f64,
    pub median: f64,
    pub std_dev: f64,
    pub min: f64,
    pub max: f64,
    pub p50: f64,
    pub p90: f64,
    pub p95: f64,
    pub p99: f64,
    pub p999: f64,
    pub skewness: f64,
    pub kurtosis: f64,
    pub sample_count: usize,
    pub outlier_count: usize,
    pub outlier_analysis: OutlierAnalysis,

}
Expand description

Comprehensive summary statistics

Fields§

§mean: f64

Mean (computed from cleaned data with outliers removed)

§median: f64

Median (computed from cleaned data with outliers removed)

§std_dev: f64

Standard deviation (computed from cleaned data with outliers removed)

§min: f64

Minimum value (from all data, preserving outliers)

§max: f64

Maximum value (from all data, preserving outliers)

§p50: f64

50th percentile/median (from all data, preserving outliers)

§p90: f64

90th percentile (from all data, preserving outliers)

§p95: f64

95th percentile (from all data, preserving outliers)

§p99: f64

99th percentile (from all data, preserving outliers)

§p999: f64

99.9th percentile (from all data, preserving outliers)

§skewness: f64

Skewness of the distribution (from cleaned data)

§kurtosis: f64

Kurtosis of the distribution (from cleaned data)

§sample_count: usize

Total number of samples (before outlier removal)

§outlier_count: usize

Number of outliers detected

§outlier_analysis: OutlierAnalysis

Complete outlier analysis including detection bounds and indices

Implementations§

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impl SummaryStatistics

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pub fn coefficient_of_variation(&self) -> f64

Coefficient of variation (relative stddev)

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pub fn iqr(&self) -> f64

Interquartile range (from all data)

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pub fn is_stable(&self, cv_threshold: f64) -> bool

Check if distribution appears stable (low CV)

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pub fn distribution_shape(&self) -> String

Classify the distribution shape based on skewness and kurtosis.

Returns a string like “symmetric, normal-tailed” or “right-skewed, heavy-tailed”.

Trait Implementations§

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impl Clone for SummaryStatistics

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fn clone(&self) -> SummaryStatistics

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 SummaryStatistics

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

Formats the value using the given formatter. Read more

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