nabled 0.0.8

A linear algebra library written in Rust with an ndarray-first architecture.
Documentation 
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//! Backend capability matrix tests for ndarray-first APIs.

#[cfg(any(
    feature = "openblas-system",
    feature = "openblas-static",
    feature = "netlib-system",
    feature = "netlib-static"
))]
use nabled::linalg::matrix_functions;
use nabled::linalg::qr::{self as qr, QRConfig};
use nabled::linalg::{cholesky, eigen, lu, schur, svd, triangular, vector};
use ndarray::{Array1, Array2};

fn symmetric_matrix() -> Array2<f64> {
    Array2::from_shape_vec((2, 2), vec![4.0, 1.0, 1.0, 3.0]).unwrap()
}

#[test]
fn test_tier_a_svd_baseline() {
    assert_eq!(svd::decompose(&symmetric_matrix()).unwrap().singular_values.len(), 2);
}

#[test]
fn test_tier_a_qr_baseline() {
    let config = QRConfig::default();
    assert_eq!(qr::decompose(&symmetric_matrix(), &config).unwrap().rank, 2);
}

#[test]
fn test_tier_a_lu_baseline() {
    assert_eq!(lu::decompose(&symmetric_matrix()).unwrap().l.dim(), (2, 2));
}

#[test]
fn test_tier_a_cholesky_baseline() {
    assert_eq!(cholesky::decompose(&symmetric_matrix()).unwrap().l.dim(), (2, 2));
}

#[test]
fn test_tier_a_eigen_baseline() {
    assert_eq!(eigen::symmetric(&symmetric_matrix()).unwrap().eigenvalues.len(), 2);
}

#[test]
fn test_tier_a_schur_baseline() {
    assert_eq!(schur::compute_schur(&symmetric_matrix()).unwrap().t.dim(), (2, 2));
}

#[test]
fn test_tier_a_triangular_baseline() {
    let lower = Array2::from_shape_vec((2, 2), vec![2.0, 0.0, 1.0, 3.0]).unwrap();
    let rhs = Array1::from_vec(vec![4.0, 8.0]);
    assert_eq!(triangular::solve_lower(&lower, &rhs).unwrap().len(), 2);
}

#[test]
fn test_tier_a_vector_baseline() {
    let left = Array2::from_shape_vec((2, 2), vec![1.0, 0.0, 0.0, 1.0]).unwrap();
    let right = Array2::from_shape_vec((2, 2), vec![1.0, 0.0, 1.0, 1.0]).unwrap();
    assert_eq!(vector::pairwise_l2_distance(&left, &right).unwrap().dim(), (2, 2));
}

#[cfg(any(
    feature = "openblas-system",
    feature = "openblas-static",
    feature = "netlib-system",
    feature = "netlib-static"
))]
#[test]
fn test_tier_a_svd_provider() {
    assert_eq!(svd::decompose(&symmetric_matrix()).unwrap().singular_values.len(), 2);
}

#[cfg(any(
    feature = "openblas-system",
    feature = "openblas-static",
    feature = "netlib-system",
    feature = "netlib-static"
))]
#[test]
fn test_tier_a_qr_provider() {
    let config = QRConfig::default();
    assert_eq!(qr::decompose(&symmetric_matrix(), &config).unwrap().rank, 2);
}

#[cfg(any(
    feature = "openblas-system",
    feature = "openblas-static",
    feature = "netlib-system",
    feature = "netlib-static"
))]
#[test]
fn test_tier_a_lu_provider() {
    assert_eq!(lu::decompose(&symmetric_matrix()).unwrap().l.dim(), (2, 2));
}

#[cfg(any(
    feature = "openblas-system",
    feature = "openblas-static",
    feature = "netlib-system",
    feature = "netlib-static"
))]
#[test]
fn test_tier_a_cholesky_provider() {
    assert_eq!(cholesky::decompose(&symmetric_matrix()).unwrap().l.dim(), (2, 2));
}

#[cfg(any(
    feature = "openblas-system",
    feature = "openblas-static",
    feature = "netlib-system",
    feature = "netlib-static"
))]
#[test]
fn test_tier_a_eigen_provider() {
    assert_eq!(eigen::symmetric(&symmetric_matrix()).unwrap().eigenvalues.len(), 2);
}

#[cfg(any(
    feature = "openblas-system",
    feature = "openblas-static",
    feature = "netlib-system",
    feature = "netlib-static"
))]
#[test]
fn test_tier_a_schur_provider() {
    assert_eq!(schur::compute_schur(&symmetric_matrix()).unwrap().t.dim(), (2, 2));
}

#[cfg(any(
    feature = "openblas-system",
    feature = "openblas-static",
    feature = "netlib-system",
    feature = "netlib-static"
))]
#[test]
fn test_tier_a_triangular_provider() {
    let lower = Array2::from_shape_vec((2, 2), vec![2.0, 0.0, 1.0, 3.0]).unwrap();
    let rhs = Array1::from_vec(vec![4.0, 8.0]);
    assert_eq!(triangular::solve_lower(&lower, &rhs).unwrap().len(), 2);
}

#[cfg(any(
    feature = "openblas-system",
    feature = "openblas-static",
    feature = "netlib-system",
    feature = "netlib-static"
))]
#[test]
fn test_tier_a_vector_provider() {
    let left = Array2::from_shape_vec((2, 2), vec![1.0, 0.0, 0.0, 1.0]).unwrap();
    let right = Array2::from_shape_vec((2, 2), vec![1.0, 0.0, 1.0, 1.0]).unwrap();
    assert_eq!(vector::pairwise_l2_distance(&left, &right).unwrap().dim(), (2, 2));
}

#[cfg(any(
    feature = "openblas-system",
    feature = "openblas-static",
    feature = "netlib-system",
    feature = "netlib-static"
))]
#[test]
fn test_tier_b_matrix_functions_provider() {
    let exp_matrix = matrix_functions::matrix_exp_eigen(&symmetric_matrix()).unwrap();
    assert_eq!(exp_matrix.dim(), (2, 2));
}