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QualityEvaluation

datasynth_eval::quality

Struct QualityEvaluation

pub struct QualityEvaluation {
    pub uniqueness: Option<UniquenessAnalysis>,
    pub completeness: Option<CompletenessAnalysis>,
    pub format: Option<FormatAnalysis>,
    pub consistency: Option<ConsistencyAnalysis>,
    pub overall_score: f64,
    pub passes: bool,
    pub issues: Vec<String>,
    pub failures: Vec<String>,
}

Expand description

Combined data quality evaluation results.

Fields§

§uniqueness: Option<UniquenessAnalysis>

Uniqueness analysis results.

§completeness: Option<CompletenessAnalysis>

Completeness analysis results.

§format: Option<FormatAnalysis>

Format consistency results.

§consistency: Option<ConsistencyAnalysis>

Cross-field consistency results.

§overall_score: f64

Overall quality score (0.0-1.0).

§passes: bool

Whether quality meets thresholds.

§issues: Vec<String>

Quality issues found.

§failures: Vec<String>

Quality failures (alias for issues, used by report module).

Implementations§

impl QualityEvaluation

pub fn new() -> Self

Create a new empty evaluation.

pub fn check_thresholds(&mut self, thresholds: &EvaluationThresholds)

Check all results against thresholds.

Trait Implementations§

impl Clone for QualityEvaluation

fn clone(&self) -> QualityEvaluation

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 QualityEvaluation

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

Formats the value using the given formatter. Read more

impl Default for QualityEvaluation

fn default() -> Self

Returns the “default value” for a type. Read more

impl<'de> Deserialize<'de> for QualityEvaluation

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 QualityEvaluation

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 QualityEvaluation

impl RefUnwindSafe for QualityEvaluation

impl Send for QualityEvaluation

impl Sync for QualityEvaluation

impl Unpin for QualityEvaluation

impl UnwindSafe for QualityEvaluation

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>,