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DriftConfig

datasynth_core::distributions

Struct DriftConfig

pub struct DriftConfig {
    pub enabled: bool,
    pub amount_mean_drift: f64,
    pub amount_variance_drift: f64,
    pub anomaly_rate_drift: f64,
    pub concept_drift_rate: f64,
    pub sudden_drift_probability: f64,
    pub sudden_drift_magnitude: f64,
    pub seasonal_drift: bool,
    pub drift_start_period: u32,
    pub drift_type: DriftType,
}

Expand description

Configuration for temporal drift simulation.

Fields§

§enabled: bool

Enable temporal drift simulation.

§amount_mean_drift: f64

Amount mean drift per period (e.g., 0.02 = 2% shift per month).

§amount_variance_drift: f64

Amount variance drift per period.

§anomaly_rate_drift: f64

Anomaly rate drift per period.

§concept_drift_rate: f64

Concept drift rate (0.0-1.0).

§sudden_drift_probability: f64

Probability of sudden drift in any period.

§sudden_drift_magnitude: f64

Magnitude of sudden drift events.

§seasonal_drift: bool

Enable seasonal drift patterns.

§drift_start_period: u32

Period to start drift (0 = from beginning).

§drift_type: DriftType

Type of drift pattern.

Trait Implementations§

impl Clone for DriftConfig

fn clone(&self) -> DriftConfig

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 DriftConfig

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

Formats the value using the given formatter. Read more

impl Default for DriftConfig

fn default() -> Self

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

impl<'de> Deserialize<'de> for DriftConfig

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 DriftConfig

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 DriftConfig

impl RefUnwindSafe for DriftConfig

impl Send for DriftConfig

impl Sync for DriftConfig

impl Unpin for DriftConfig

impl UnwindSafe for DriftConfig

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>,