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author | Daniel Mueller <deso@posteo.net> | 2020-01-02 08:32:06 -0800 |
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committer | Daniel Mueller <deso@posteo.net> | 2020-01-02 08:32:06 -0800 |
commit | fd091b04316db9dc5fafadbd6bdbe60b127408a9 (patch) | |
tree | f202270f7ae5cedc513be03833a26148d9b5e219 /rand/rand_distr/src/unit_circle.rs | |
parent | 8161cdb26f98e65b39c603ddf7a614cc87c77a1c (diff) | |
download | nitrocli-fd091b04316db9dc5fafadbd6bdbe60b127408a9.tar.gz nitrocli-fd091b04316db9dc5fafadbd6bdbe60b127408a9.tar.bz2 |
Update nitrokey crate to 0.4.0
This change finally updates the version of the nitrokey crate that we
consume to 0.4.0. Along with that we update rand_core, one of its
dependencies, to 0.5.1. Further more we add cfg-if in version 0.1.10 and
getrandom in version 0.1.13, both of which are now new (non-development)
dependencies.
Import subrepo nitrokey/:nitrokey at e81057037e9b4f370b64c0a030a725bc6bdfb870
Import subrepo cfg-if/:cfg-if at 4484a6faf816ff8058088ad857b0c6bb2f4b02b2
Import subrepo getrandom/:getrandom at d661aa7e1b8cc80b47dabe3d2135b3b47d2858af
Import subrepo rand/:rand at d877ed528248b52d947e0484364a4e1ae59ca502
Diffstat (limited to 'rand/rand_distr/src/unit_circle.rs')
-rw-r--r-- | rand/rand_distr/src/unit_circle.rs | 99 |
1 files changed, 99 insertions, 0 deletions
diff --git a/rand/rand_distr/src/unit_circle.rs b/rand/rand_distr/src/unit_circle.rs new file mode 100644 index 0000000..5863a1a --- /dev/null +++ b/rand/rand_distr/src/unit_circle.rs @@ -0,0 +1,99 @@ +// Copyright 2018 Developers of the Rand project. +// +// Licensed under the Apache License, Version 2.0 <LICENSE-APACHE or +// https://www.apache.org/licenses/LICENSE-2.0> or the MIT license +// <LICENSE-MIT or https://opensource.org/licenses/MIT>, at your +// option. This file may not be copied, modified, or distributed +// except according to those terms. + +use rand::Rng; +use crate::{Distribution, Uniform, uniform::SampleUniform}; +use crate::utils::Float; + +/// Samples uniformly from the edge of the unit circle in two dimensions. +/// +/// Implemented via a method by von Neumann[^1]. +/// +/// +/// # Example +/// +/// ``` +/// use rand_distr::{UnitCircle, Distribution}; +/// +/// let v: [f64; 2] = UnitCircle.sample(&mut rand::thread_rng()); +/// println!("{:?} is from the unit circle.", v) +/// ``` +/// +/// [^1]: von Neumann, J. (1951) [*Various Techniques Used in Connection with +/// Random Digits.*](https://mcnp.lanl.gov/pdf_files/nbs_vonneumann.pdf) +/// NBS Appl. Math. Ser., No. 12. Washington, DC: U.S. Government Printing +/// Office, pp. 36-38. +#[derive(Clone, Copy, Debug)] +pub struct UnitCircle; + +impl<N: Float + SampleUniform> Distribution<[N; 2]> for UnitCircle { + #[inline] + fn sample<R: Rng + ?Sized>(&self, rng: &mut R) -> [N; 2] { + let uniform = Uniform::new(N::from(-1.), N::from(1.)); + let mut x1; + let mut x2; + let mut sum; + loop { + x1 = uniform.sample(rng); + x2 = uniform.sample(rng); + sum = x1*x1 + x2*x2; + if sum < N::from(1.) { + break; + } + } + let diff = x1*x1 - x2*x2; + [diff / sum, N::from(2.)*x1*x2 / sum] + } +} + +#[cfg(test)] +mod tests { + use crate::Distribution; + use super::UnitCircle; + + /// Assert that two numbers are almost equal to each other. + /// + /// On panic, this macro will print the values of the expressions with their + /// debug representations. + macro_rules! assert_almost_eq { + ($a:expr, $b:expr, $prec:expr) => ( + let diff = ($a - $b).abs(); + if diff > $prec { + panic!(format!( + "assertion failed: `abs(left - right) = {:.1e} < {:e}`, \ + (left: `{}`, right: `{}`)", + diff, $prec, $a, $b)); + } + ); + } + + #[test] + fn norm() { + let mut rng = crate::test::rng(1); + for _ in 0..1000 { + let x: [f64; 2] = UnitCircle.sample(&mut rng); + assert_almost_eq!(x[0]*x[0] + x[1]*x[1], 1., 1e-15); + } + } + + #[test] + fn value_stability() { + let mut rng = crate::test::rng(2); + let expected = [ + [-0.9965658683520504, -0.08280380447614634], + [-0.9790853270389644, -0.20345004884984505], + [-0.8449189758898707, 0.5348943112253227], + ]; + let samples: [[f64; 2]; 3] = [ + UnitCircle.sample(&mut rng), + UnitCircle.sample(&mut rng), + UnitCircle.sample(&mut rng), + ]; + assert_eq!(samples, expected); + } +} |