#[cfg(feature = "arbitrary")] use crate::base::storage::Owned; #[cfg(feature = "arbitrary")] use quickcheck::{Arbitrary, Gen}; use crate::base::allocator::Allocator; use crate::base::dimension::{Dim, Dynamic}; use crate::base::Scalar; use crate::base::{DefaultAllocator, OMatrix}; use crate::linalg::givens::GivensRotation; use simba::scalar::ComplexField; /// A random orthogonal matrix. #[derive(Clone, Debug)] pub struct RandomOrthogonal where DefaultAllocator: Allocator, { m: OMatrix, } impl RandomOrthogonal where DefaultAllocator: Allocator, { /// Retrieve the generated matrix. pub fn unwrap(self) -> OMatrix { self.m } /// Creates a new random orthogonal matrix from its dimension and a random reals generators. pub fn new T>(dim: D, mut rand: Rand) -> Self { let mut res = OMatrix::identity_generic(dim, dim); // Create an orthogonal matrix by composing random Givens rotations rotations. for i in 0..dim.value() - 1 { let rot = GivensRotation::new(rand(), rand()).0; rot.rotate(&mut res.fixed_rows_mut::<2>(i)); } RandomOrthogonal { m: res } } } #[cfg(feature = "arbitrary")] impl Arbitrary for RandomOrthogonal where DefaultAllocator: Allocator, Owned: Clone + Send, { fn arbitrary(g: &mut Gen) -> Self { let dim = D::try_to_usize().unwrap_or(1 + usize::arbitrary(g) % 50); Self::new(D::from_usize(dim), || T::arbitrary(g)) } }