Writing the front page documentation.
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.gitignore
vendored
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.gitignore
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/target
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**/*.rs.bk
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Cargo.lock
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.travis.yml
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.travis.yml
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language: rust
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rust:
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- stable
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- beta
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- nightly
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os:
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- linux
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- osx
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script:
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- rustc --version
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- cargo --version
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- cargo build --verbose
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- cargo test --lib --verbose
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- cd examples && cargo check --verbose
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20
Cargo.toml
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Cargo.toml
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[package]
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name = "splines"
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version = "0.1.0"
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license = "BSD-3-Clause"
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authors = ["Dimitri Sabadie <dimitri.sabadie@gmail.com>"]
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description = "Spline interpolation made easy"
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keywords = ["spline", "interpolation"]
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categories = ["science"]
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homepage = "https://github.com/phaazon/spline"
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repository = "https://github.com/phaazon/spline"
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documentation = "https://docs.rs/spline"
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readme = "README.md"
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[badges]
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travis-ci = { repository = "phaazon/spline", branch = "master" }
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is-it-maintained-issue-resolution = { repository = "phaazon/spline" }
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is-it-maintained-open-issues = { repository = "phaazon/spline" }
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maintenance = { status = "actively-developed" }
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[dependencies]
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src/lib.rs
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src/lib.rs
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//! Spline interpolation made easy.
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//!
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//! This crate exposes splines for which each sections can be interpolated independently of each
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//! other – i.e. it’s possible to interpolate with a linear interpolator on one section and then
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//! switch to a cube Hermite interpolatior for the next section.
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//!
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//! Most of the library consists of three types:
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//!
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//! - [`Key`], which represents the control points by which the spline must pass.
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//! - [`Interpolation`], the type of possible interpolation for each segment.
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//! - [`Spline`], a spline from which you can *sample* points by interpolation.
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//!
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//! When adding control points, you add new sections. Two control points define a section – i.e.
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//! it’s not possible to define a spline without at least two control points. Every time you add a
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//! new control point, a new section is created. Each section is assigned an interpolation mode that
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//! is picked from its lower control point.
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//!
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//! ```
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//! use splines::{Interpolation, Key, Spline};
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//!
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//! let start = Key::new(0., 0., Interpolation::Linear);
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//! let end = Key::new(1., 10., Interpolation::Linear);
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//! let spline = Spline::from_keys(vec![start, end]);
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//!
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//! assert_eq!(spline.sample(0.), Some(0.));
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//! assert_eq!(spline.sample(1.), Some(10.));
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//! ```
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use std::cmp::Ordering;
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use std::f32::consts;
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use std::ops::{Add, Div, Mul, Sub};
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/// A spline control point.
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///
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/// This type associates a value at a given time. It also contains an interpolation object used to
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/// determine how to interpolate values on the segment defined by this key and the next one.
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#[derive(Copy, Clone, Debug)]
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pub struct Key<T> {
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/// f32 at which the `Key` should be reached.
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pub t: f32,
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/// Actual value.
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pub value: T,
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/// Interpolation mode.
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pub interpolation: Interpolation
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}
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impl<T> Key<T> {
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/// Create a new key.
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pub fn new(t: f32, value: T, interpolation: Interpolation) -> Self {
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Key {
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t: t,
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value: value,
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interpolation: interpolation
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}
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}
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}
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/// Interpolation mode.
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#[derive(Copy, Clone, Debug)]
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pub enum Interpolation {
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/// Hold a `Key` until the time passes the normalized step threshold, in which case the next
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/// key is used.
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///
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/// *Note: if you set the threshold to `0.5`, the first key will be used until the time is half
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/// between the two keys; the second key will be in used afterwards. If you set it to `1.0`, the
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/// first key will be kept until the next key.*
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Step(f32),
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/// Linear interpolation between a key and the next one.
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Linear,
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/// Cosine interpolation between a key and the next one.
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Cosine,
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/// Catmull-Rom interpolation.
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CatmullRom
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}
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impl Default for Interpolation {
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/// `Interpolation::Linear` is the default.
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fn default() -> Self {
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Interpolation::Linear
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}
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}
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/// Spline curve used to provide interpolation between control points (keys).
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#[derive(Debug, Clone)]
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pub struct Spline<T>(Vec<Key<T>>);
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impl<T> Spline<T> {
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/// Create a new spline out of keys. The keys don’t have to be sorted because they’re sorted by
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/// this function.
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pub fn from_keys(mut keys: Vec<Key<T>>) -> Self {
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keys.sort_by(|k0, k1| k0.t.partial_cmp(&k1.t).unwrap_or(Ordering::Less));
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Spline(keys)
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}
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/// Retrieve the keys of a spline.
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pub fn keys(&self) -> &[Key<T>] {
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&self.0
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}
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/// Sample a spline at a given time.
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///
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/// # Return
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///
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/// `None` if you try to sample a value at a time that has no key associated with. That can also
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/// happen if you try to sample between two keys with a specific interpolation mode that make the
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/// sampling impossible. For instance, `Interpolate::CatmullRom` requires *four* keys. If you’re
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/// near the beginning of the spline or its end, ensure you have enough keys around to make the
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/// sampling.
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pub fn sample(&self, t: f32) -> Option<T> where T: Interpolate {
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let first = self.0.first().unwrap();
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let last = self.0.last().unwrap();
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if t <= first.t {
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return Some(first.value);
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} else if t >= last.t {
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return Some(last.value);
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}
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let keys = &self.0;
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let i = keys.binary_search_by(|key| key.t.partial_cmp(&t).unwrap_or(Ordering::Less)).ok()?;
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let cp0 = &keys[i];
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match cp0.interpolation {
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Interpolation::Step(threshold) => {
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let cp1 = &keys[i+1];
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let nt = normalize_time(t, cp0, cp1);
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Some(if nt < threshold { cp0.value } else { cp1.value })
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},
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Interpolation::Linear => {
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let cp1 = &keys[i+1];
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let nt = normalize_time(t, cp0, cp1);
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Some(Interpolate::lerp(cp0.value, cp1.value, nt))
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},
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Interpolation::Cosine => {
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let cp1 = &keys[i+1];
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let nt = normalize_time(t, cp0, cp1);
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let cos_nt = (1. - f32::cos(nt * consts::PI)) * 0.5;
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Some(Interpolate::lerp(cp0.value, cp1.value, cos_nt))
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},
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Interpolation::CatmullRom => {
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// We need at least four points for Catmull Rom; ensure we have them, otherwise, return
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// None.
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if i == 0 || i >= keys.len() - 2 {
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None
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} else {
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let cp1 = &keys[i+1];
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let cpm0 = &keys[i-1];
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let cpm1 = &keys[i+2];
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let nt = normalize_time(t, cp0, cp1);
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Some(Interpolate::cubic_hermite((cpm0.value, cpm0.t), (cp0.value, cp0.t), (cp1.value, cp1.t), (cpm1.value, cpm1.t), nt))
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}
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}
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}
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}
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}
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/// Iterator over spline keys.
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pub struct SplineIterator<'a, T> where T: 'a {
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anim_param: &'a Spline<T>,
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i: usize
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}
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impl<'a, T> Iterator for SplineIterator<'a, T> {
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type Item = &'a Key<T>;
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fn next(&mut self) -> Option<Self::Item> {
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let r = self.anim_param.0.get(self.i);
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if let Some(_) = r {
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self.i += 1;
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}
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r
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}
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}
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impl<'a, T> IntoIterator for &'a Spline<T> {
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type Item = &'a Key<T>;
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type IntoIter = SplineIterator<'a, T>;
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fn into_iter(self) -> Self::IntoIter {
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SplineIterator {
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anim_param: self,
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i: 0
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}
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}
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}
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/// Keys that can be interpolated in between. Implementing this trait is required to perform
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/// sampling on splines.
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pub trait Interpolate: Copy {
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/// Linear interpolation.
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fn lerp(a: Self, b: Self, t: f32) -> Self;
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/// Cubic hermite interpolation.
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///
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/// Default to `Self::lerp`.
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fn cubic_hermite(_: (Self, f32), a: (Self, f32), b: (Self, f32), _: (Self, f32), t: f32) -> Self {
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Self::lerp(a.0, b.0, t)
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}
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}
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impl Interpolate for f32 {
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fn lerp(a: Self, b: Self, t: f32) -> Self {
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a * (1. - t) + b * t
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}
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fn cubic_hermite(x: (Self, f32), a: (Self, f32), b: (Self, f32), y: (Self, f32), t: f32) -> Self {
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cubic_hermite(x, a, b, y, t)
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}
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}
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// Default implementation of Interpolate::cubic_hermit.
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pub fn cubic_hermite<T>(x: (T, f32), a: (T, f32), b: (T, f32), y: (T, f32), t: f32) -> T
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where T: Copy + Add<Output = T> + Sub<Output = T> + Mul<f32, Output = T> + Div<f32, Output = T> {
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// time stuff
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let t2 = t * t;
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let t3 = t2 * t;
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let two_t3 = 2. * t3;
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let three_t2 = 3. * t2;
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// tangents
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let m0 = (b.0 - x.0) / (b.1 - x.1);
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let m1 = (y.0 - a.0) / (y.1 - a.1);
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a.0 * (two_t3 - three_t2 + 1.) + m0 * (t3 - 2. * t2 + t) + b.0 * (-two_t3 + three_t2) + m1 * (t3 - t2)
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}
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// Normalize a time ([0;1]) given two control points.
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#[inline(always)]
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pub fn normalize_time<T>(t: f32, cp: &Key<T>, cp1: &Key<T>) -> f32 {
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assert!(cp1.t != cp.t);
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(t - cp.t) / (cp1.t - cp.t)
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}
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