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TemporalFidelityAnalysis

datasynth_eval::ml

Struct TemporalFidelityAnalysis

pub struct TemporalFidelityAnalysis {
    pub temporal_fidelity_score: f64,
    pub seasonality_strength: f64,
    pub weekly_autocorrelation: f64,
    pub monthly_autocorrelation: f64,
    pub period_end_spike_ratio: f64,
    pub weekday_cv: f64,
    pub total_records: usize,
    pub passes: bool,
    pub issues: Vec<String>,
}

Expand description

Results of temporal fidelity analysis.

Fields§

§temporal_fidelity_score: f64

Overall temporal fidelity score (0.0-1.0).

§seasonality_strength: f64

Maximum of weekly and monthly autocorrelation.

§weekly_autocorrelation: f64

Autocorrelation at lag 7 (weekly pattern).

§monthly_autocorrelation: f64

Autocorrelation at lag 30 (monthly pattern).

§period_end_spike_ratio: f64

Ratio of mean(last 5 days of month) to mean(rest of month).

§weekday_cv: f64

Coefficient of variation of counts across weekday bins.

§total_records: usize

Total number of records analyzed.

§passes: bool

Whether the analysis passes all thresholds.

§issues: Vec<String>

Issues found during analysis.

Trait Implementations§

impl Clone for TemporalFidelityAnalysis

fn clone(&self) -> TemporalFidelityAnalysis

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 TemporalFidelityAnalysis

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

Formats the value using the given formatter. Read more

impl<'de> Deserialize<'de> for TemporalFidelityAnalysis

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 TemporalFidelityAnalysis

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 TemporalFidelityAnalysis

impl RefUnwindSafe for TemporalFidelityAnalysis

impl Send for TemporalFidelityAnalysis

impl Sync for TemporalFidelityAnalysis

impl Unpin for TemporalFidelityAnalysis

impl UnwindSafe for TemporalFidelityAnalysis

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> Same for T

type Output = T

Should always be Self

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.

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>,