[−][src]Struct knn::PointCloud
The core datastructure of the package. Stores the points and the distance function.
Implementations
impl<'a, T> PointCloud<'a, T>
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pub fn new(dist_fn: fn(_: &T, _: &T) -> f64) -> Self
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Constructs a new PointCloud<T>
.
It accepts a function to compute distance between any 2 objects.
Examples
extern crate knn; use knn::PointCloud; let manhattan_dist = |p: &[f64;2], q: &[f64;2]| -> f64 {(p[0] - q[0]).abs() + (p[1] - q[1]).abs()}; let pc = PointCloud::new(manhattan_dist);
pub fn add_point(&mut self, p: &'a T)
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Adds a point to the PointCloud.
It accepts a reference to an object.
Examples
extern crate knn; use knn::PointCloud; let dummy_dist = |p: &[f64;2], q: &[f64;2]| -> f64 {0.0}; let mut pc = PointCloud::new(dummy_dist); let p = [1.89, 5.63]; pc.add_point(&p);
pub fn get_nearest_k(&self, p: &T, k: usize) -> Vec<(f64, &T)>
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Gets the k nearest neighbours of an object.
It accepts a reference to the object and how many neighbours to return.
Example
extern crate knn; use knn::PointCloud; let manhattan_dist = |p: &[f64;2], q: &[f64;2]| -> f64 {(p[0] - q[0]).abs() + (p[1] - q[1]).abs()}; let mut pc = PointCloud::new(manhattan_dist); let points = vec![[1.0, 1.0], [2.0, 2.0], [3.0, 2.0]]; for p in &points { pc.add_point(&p); } let q = [0.5, 0.5]; pc.get_nearest_k(&q, 2);
pub fn len(&self) -> usize
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Get the len / number of objects in PointCloud Example:
extern crate knn; use knn::PointCloud; let manhattan_dist = |p: &[f64;2], q: &[f64;2]| -> f64 {(p[0] - q[0]).abs() + (p[1] - q[1]).abs()}; let mut pc = PointCloud::new(manhattan_dist); let points = vec![[1.0, 1.0], [2.0, 2.0], [3.0, 2.0]]; for p in &points { pc.add_point(&p); } pc.len();
Trait Implementations
impl<'a, T: Clone> Clone for PointCloud<'a, T>
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fn clone(&self) -> PointCloud<'a, T>
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fn clone_from(&mut self, source: &Self)
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Auto Trait Implementations
impl<'a, T> RefUnwindSafe for PointCloud<'a, T> where
T: RefUnwindSafe,
T: RefUnwindSafe,
impl<'a, T> Send for PointCloud<'a, T> where
T: Sync,
T: Sync,
impl<'a, T> Sync for PointCloud<'a, T> where
T: Sync,
T: Sync,
impl<'a, T> Unpin for PointCloud<'a, T>
impl<'a, T> UnwindSafe for PointCloud<'a, T> where
T: RefUnwindSafe,
T: RefUnwindSafe,
Blanket Implementations
impl<T> Any for T where
T: 'static + ?Sized,
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T: 'static + ?Sized,
impl<T> Borrow<T> for T where
T: ?Sized,
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T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
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T: ?Sized,
fn borrow_mut(&mut self) -> &mut T
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impl<T> From<T> for T
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impl<T, U> Into<U> for T where
U: From<T>,
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U: From<T>,
impl<T> ToOwned for T where
T: Clone,
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T: Clone,
type Owned = T
The resulting type after obtaining ownership.
fn to_owned(&self) -> T
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fn clone_into(&self, target: &mut T)
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impl<T, U> TryFrom<U> for T where
U: Into<T>,
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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>
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impl<T, U> TryInto<U> for T where
U: TryFrom<T>,
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U: TryFrom<T>,