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StatisticalTestConfig

datasynth_config::schema

Enum StatisticalTestConfig

pub enum StatisticalTestConfig {
    BenfordFirstDigit {
        threshold_mad: f64,
        warning_mad: f64,
    },
    DistributionFit {
        target: TargetDistributionConfig,
        ks_significance: f64,
        method: DistributionFitMethod,
    },
    CorrelationCheck {
        expected_correlations: Vec<ExpectedCorrelationConfig>,
    },
    ChiSquared {
        bins: usize,
        significance: f64,
    },
    AndersonDarling {
        target: TargetDistributionConfig,
        significance: f64,
    },
}

Expand description

Statistical test configuration.

Variants§

BenfordFirstDigit

Benford’s Law first digit test.

Fields

§threshold_mad: f64

Threshold MAD for failure.

§warning_mad: f64

Warning MAD threshold.

DistributionFit

Distribution fit test.

Fields

§target: TargetDistributionConfig

Target distribution to test.

§ks_significance: f64

K-S test significance level.

§method: DistributionFitMethod

Test method (ks, anderson_darling, chi_squared).

CorrelationCheck

Correlation check.

Fields

§expected_correlations: Vec<ExpectedCorrelationConfig>

Expected correlations to validate.

ChiSquared

Chi-squared test.

Fields

§bins: usize

Number of bins.

§significance: f64

Significance level.

AndersonDarling

Anderson-Darling test.

Fields

§target: TargetDistributionConfig

Target distribution.

§significance: f64

Significance level.

Trait Implementations§

impl Clone for StatisticalTestConfig

fn clone(&self) -> StatisticalTestConfig

Returns a duplicate of the value. Read more

1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

impl Debug for StatisticalTestConfig

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

Formats the value using the given formatter. Read more

impl<'de> Deserialize<'de> for StatisticalTestConfig

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

impl Serialize for StatisticalTestConfig

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

impl Freeze for StatisticalTestConfig

impl RefUnwindSafe for StatisticalTestConfig

impl Send for StatisticalTestConfig

impl Sync for StatisticalTestConfig

impl Unpin for StatisticalTestConfig

impl UnwindSafe for StatisticalTestConfig

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

impl<T> CloneToUninit for T
where T: Clone,

unsafe fn clone_to_uninit(&self, dest: *mut u8)

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

Performs copy-assignment from self to dest. Read more

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

fn into(self) -> U

Calls U::from(self).

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

impl<T> ToOwned for T
where T: Clone,

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

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

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,