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InjectionBatchResult

datasynth_generators::anomaly

Struct InjectionBatchResult

pub struct InjectionBatchResult {
    pub entries_processed: usize,
    pub anomalies_injected: usize,
    pub duplicates_created: usize,
    pub labels: Vec<LabeledAnomaly>,
    pub summary: AnomalySummary,
    pub modified_documents: Vec<String>,
    pub near_miss_labels: Vec<NearMissLabel>,
    pub scheme_actions: Vec<SchemeAction>,
    pub difficulty_distribution: HashMap<AnomalyDetectionDifficulty, usize>,
}

Expand description

Result of an injection batch.

Fields§

§entries_processed: usize

Number of entries processed.

§anomalies_injected: usize

Number of anomalies injected.

§duplicates_created: usize

Number of duplicates created.

§labels: Vec<LabeledAnomaly>

Labels generated.

§summary: AnomalySummary

Summary of anomalies.

§modified_documents: Vec<String>

Entries that were modified (document numbers).

§near_miss_labels: Vec<NearMissLabel>

Near-miss labels (suspicious but legitimate transactions).

§scheme_actions: Vec<SchemeAction>

Multi-stage scheme actions generated.

§difficulty_distribution: HashMap<AnomalyDetectionDifficulty, usize>

Difficulty distribution summary.

Trait Implementations§

impl Clone for InjectionBatchResult

fn clone(&self) -> InjectionBatchResult

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

impl Debug for InjectionBatchResult

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

impl Freeze for InjectionBatchResult

impl RefUnwindSafe for InjectionBatchResult

impl Send for InjectionBatchResult

impl Sync for InjectionBatchResult

impl Unpin for InjectionBatchResult

impl UnsafeUnpin for InjectionBatchResult

impl UnwindSafe for InjectionBatchResult

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> Instrument for T

fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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> WithSubscriber for T

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more

fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more