Struct TypeSafePipeline

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pub struct TypeSafePipeline<S1, S2, D1, D2, D3>where
    S1: TransformState,
    S2: TransformState,
    D1: Dimension,
    D2: Dimension,
    D3: Dimension,
{ /* private fields */ }

Expand description

Type-safe pipeline that chains transformers with compile-time validation

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impl<D1: Dimension, D2: Dimension, D3: Dimension> TypeSafePipeline<Unfitted, Unfitted, D1, D2, D3>

Type-safe pipeline in unfitted state

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pub fn new( first: TypeSafeTransformer<Unfitted, D1, D2>, second: TypeSafeTransformer<Unfitted, D2, D3>, ) -> Self

Create a new pipeline by chaining two unfitted transformers

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impl TypeSafePipeline<Unfitted, Unfitted, Dynamic, Dynamic, Dynamic>

Fit pipeline with dynamic dimensions

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pub fn fit( self, X: &Array2<f64>, ) -> Result<TypeSafePipeline<Fitted, Fitted, Dynamic, Dynamic, Dynamic>>

Fit the entire pipeline to data

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impl<const D1: usize, const D2: usize, const D3: usize> TypeSafePipeline<Unfitted, Unfitted, Known<D1>, Known<D2>, Known<D3>>

Fit pipeline with known dimensions

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pub fn fit( self, X: &Array2<f64>, ) -> Result<TypeSafePipeline<Fitted, Fitted, Known<D1>, Known<D2>, Known<D3>>>

Fit the entire pipeline to data with compile-time dimension validation

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impl TypeSafePipeline<Fitted, Fitted, Dynamic, Dynamic, Dynamic>

Transform for fitted pipeline with dynamic dimensions

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pub fn transform(&self, X: &Array2<f64>) -> Result<Array2<f64>>

Transform data through the entire pipeline

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impl<const D1: usize, const D2: usize, const D3: usize> TypeSafePipeline<Fitted, Fitted, Known<D1>, Known<D2>, Known<D3>>

Transform for fitted pipeline with known dimensions

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pub fn transform(&self, X: &Array2<f64>) -> Result<Array2<f64>>

Transform data through the entire pipeline with compile-time dimension validation

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impl<S1, S2, D1, D2, D3> Freeze for TypeSafePipeline<S1, S2, D1, D2, D3>

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impl<S1, S2, D1, D2, D3> RefUnwindSafe for TypeSafePipeline<S1, S2, D1, D2, D3>
where S1: RefUnwindSafe, D1: RefUnwindSafe, D2: RefUnwindSafe, S2: RefUnwindSafe, D3: RefUnwindSafe,

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impl<S1, S2, D1, D2, D3> Send for TypeSafePipeline<S1, S2, D1, D2, D3>
where S1: Send, D1: Send, D2: Send, S2: Send, D3: Send,

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impl<S1, S2, D1, D2, D3> Sync for TypeSafePipeline<S1, S2, D1, D2, D3>
where S1: Sync, D1: Sync, D2: Sync, S2: Sync, D3: Sync,

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impl<S1, S2, D1, D2, D3> Unpin for TypeSafePipeline<S1, S2, D1, D2, D3>
where S1: Unpin, D1: Unpin, D2: Unpin, S2: Unpin, D3: Unpin,

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impl<S1, S2, D1, D2, D3> UnwindSafe for TypeSafePipeline<S1, S2, D1, D2, D3>
where S1: UnwindSafe, D1: UnwindSafe, D2: UnwindSafe, S2: UnwindSafe, D3: UnwindSafe,

Blanket Implementations§

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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

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fn into(self) -> U

Calls U::from(self).

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

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.

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type Init = T

The type for initializers.

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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

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

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type Error = Infallible

The type returned in the event of a conversion error.

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

Performs the conversion.

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

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type Error = >::Error

The type returned in the event of a conversion error.

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

Performs the conversion.

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

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TypeSafePipeline

Struct TypeSafePipeline Copy item path

Implementations§

impl<D1: Dimension, D2: Dimension, D3: Dimension> TypeSafePipeline<Unfitted, Unfitted, D1, D2, D3>

pub fn new( first: TypeSafeTransformer<Unfitted, D1, D2>, second: TypeSafeTransformer<Unfitted, D2, D3>, ) -> Self

impl TypeSafePipeline<Unfitted, Unfitted, Dynamic, Dynamic, Dynamic>

pub fn fit( self, X: &Array2<f64>, ) -> Result<TypeSafePipeline<Fitted, Fitted, Dynamic, Dynamic, Dynamic>>

impl<const D1: usize, const D2: usize, const D3: usize> TypeSafePipeline<Unfitted, Unfitted, Known<D1>, Known<D2>, Known<D3>>

pub fn fit( self, X: &Array2<f64>, ) -> Result<TypeSafePipeline<Fitted, Fitted, Known<D1>, Known<D2>, Known<D3>>>

impl TypeSafePipeline<Fitted, Fitted, Dynamic, Dynamic, Dynamic>

pub fn transform(&self, X: &Array2<f64>) -> Result<Array2<f64>>

impl<const D1: usize, const D2: usize, const D3: usize> TypeSafePipeline<Fitted, Fitted, Known<D1>, Known<D2>, Known<D3>>

pub fn transform(&self, X: &Array2<f64>) -> Result<Array2<f64>>

Auto Trait Implementations§

impl<S1, S2, D1, D2, D3> Freeze for TypeSafePipeline<S1, S2, D1, D2, D3>

impl<S1, S2, D1, D2, D3> RefUnwindSafe for TypeSafePipeline<S1, S2, D1, D2, D3>where S1: RefUnwindSafe, D1: RefUnwindSafe, D2: RefUnwindSafe, S2: RefUnwindSafe, D3: RefUnwindSafe,

impl<S1, S2, D1, D2, D3> Send for TypeSafePipeline<S1, S2, D1, D2, D3>where S1: Send, D1: Send, D2: Send, S2: Send, D3: Send,

impl<S1, S2, D1, D2, D3> Sync for TypeSafePipeline<S1, S2, D1, D2, D3>where S1: Sync, D1: Sync, D2: Sync, S2: Sync, D3: Sync,

impl<S1, S2, D1, D2, D3> Unpin for TypeSafePipeline<S1, S2, D1, D2, D3>where S1: Unpin, D1: Unpin, D2: Unpin, S2: Unpin, D3: Unpin,

impl<S1, S2, D1, D2, D3> UnwindSafe for TypeSafePipeline<S1, S2, D1, D2, D3>where S1: UnwindSafe, D1: UnwindSafe, D2: UnwindSafe, S2: UnwindSafe, D3: UnwindSafe,

Blanket Implementations§

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

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

impl<T> From<T> for T

fn from(t: T) -> T

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

fn into(self) -> U

impl<T> IntoEither for T

fn into_either(self, into_left: bool) -> Either<Self, Self>

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>where F: FnOnce(&Self) -> bool,

impl<T> Pointable for T

const ALIGN: usize

type Init = T

unsafe fn init(init: <T as Pointable>::Init) -> usize

unsafe fn deref<'a>(ptr: usize) -> &'a T

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

unsafe fn drop(ptr: usize)

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

type Error = Infallible

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

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

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

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

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

fn vzip(self) -> V

Struct TypeSafePipeline

impl<S1, S2, D1, D2, D3> RefUnwindSafe for TypeSafePipeline<S1, S2, D1, D2, D3>
where S1: RefUnwindSafe, D1: RefUnwindSafe, D2: RefUnwindSafe, S2: RefUnwindSafe, D3: RefUnwindSafe,

impl<S1, S2, D1, D2, D3> Send for TypeSafePipeline<S1, S2, D1, D2, D3>
where S1: Send, D1: Send, D2: Send, S2: Send, D3: Send,

impl<S1, S2, D1, D2, D3> Sync for TypeSafePipeline<S1, S2, D1, D2, D3>
where S1: Sync, D1: Sync, D2: Sync, S2: Sync, D3: Sync,

impl<S1, S2, D1, D2, D3> Unpin for TypeSafePipeline<S1, S2, D1, D2, D3>
where S1: Unpin, D1: Unpin, D2: Unpin, S2: Unpin, D3: Unpin,

impl<S1, S2, D1, D2, D3> UnwindSafe for TypeSafePipeline<S1, S2, D1, D2, D3>
where S1: UnwindSafe, D1: UnwindSafe, D2: UnwindSafe, S2: UnwindSafe, D3: UnwindSafe,

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

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

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

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

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

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

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

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