191 lines
6.5 KiB
Rust
191 lines
6.5 KiB
Rust
use nalgebra_sparse::{SparseFormatErrorKind};
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use nalgebra_sparse::coo::CooMatrix;
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use nalgebra::DMatrix;
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use crate::assert_panics;
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#[test]
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fn coo_construction_for_valid_data() {
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// Test that construction with try_from_triplets succeeds, that the state of the
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// matrix afterwards is as expected, and that the dense representation matches expectations.
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{
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// Zero matrix
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let coo = CooMatrix::<i32>::try_from_triplets(3, 2, Vec::new(), Vec::new(), Vec::new())
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.unwrap();
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assert_eq!(coo.nrows(), 3);
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assert_eq!(coo.ncols(), 2);
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assert!(coo.triplet_iter().next().is_none());
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assert!(coo.row_indices().is_empty());
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assert!(coo.col_indices().is_empty());
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assert!(coo.values().is_empty());
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assert_eq!(DMatrix::from(&coo), DMatrix::repeat(3, 2, 0));
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}
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{
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// Arbitrary matrix, no duplicates
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let i = vec![0, 1, 0, 0, 2];
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let j = vec![0, 2, 1, 3, 3];
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let v = vec![2, 3, 7, 3, 1];
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let coo = CooMatrix::<i32>::try_from_triplets(3, 5, i.clone(), j.clone(), v.clone())
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.unwrap();
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assert_eq!(coo.nrows(), 3);
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assert_eq!(coo.ncols(), 5);
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assert_eq!(i.as_slice(), coo.row_indices());
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assert_eq!(j.as_slice(), coo.col_indices());
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assert_eq!(v.as_slice(), coo.values());
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let expected_triplets: Vec<_> = i
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.iter()
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.zip(&j)
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.zip(&v)
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.map(|((i, j), v)| (*i, *j, *v))
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.collect();
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let actual_triplets: Vec<_> = coo.triplet_iter().map(|(i, j, v)| (i, j, *v)).collect();
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assert_eq!(actual_triplets, expected_triplets);
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#[rustfmt::skip]
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let expected_dense = DMatrix::from_row_slice(3, 5, &[
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2, 7, 0, 3, 0,
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0, 0, 3, 0, 0,
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0, 0, 0, 1, 0
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]);
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assert_eq!(DMatrix::from(&coo), expected_dense);
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}
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{
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// Arbitrary matrix, with duplicates
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let i = vec![0, 1, 0, 0, 0, 0, 2, 1];
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let j = vec![0, 2, 0, 1, 0, 3, 3, 2];
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let v = vec![2, 3, 4, 7, 1, 3, 1, 5];
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let coo = CooMatrix::<i32>::try_from_triplets(3, 5, i.clone(), j.clone(), v.clone())
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.unwrap();
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assert_eq!(coo.nrows(), 3);
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assert_eq!(coo.ncols(), 5);
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assert_eq!(i.as_slice(), coo.row_indices());
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assert_eq!(j.as_slice(), coo.col_indices());
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assert_eq!(v.as_slice(), coo.values());
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let expected_triplets: Vec<_> = i
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.iter()
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.zip(&j)
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.zip(&v)
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.map(|((i, j), v)| (*i, *j, *v))
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.collect();
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let actual_triplets: Vec<_> = coo.triplet_iter().map(|(i, j, v)| (i, j, *v)).collect();
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assert_eq!(actual_triplets, expected_triplets);
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#[rustfmt::skip]
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let expected_dense = DMatrix::from_row_slice(3, 5, &[
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7, 7, 0, 3, 0,
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0, 0, 8, 0, 0,
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0, 0, 0, 1, 0
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]);
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assert_eq!(DMatrix::from(&coo), expected_dense);
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}
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}
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#[test]
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fn coo_try_from_triplets_reports_out_of_bounds_indices() {
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{
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// 0x0 matrix
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let result = CooMatrix::<i32>::try_from_triplets(0, 0, vec![0], vec![0], vec![2]);
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assert!(matches!(result.unwrap_err().kind(), SparseFormatErrorKind::IndexOutOfBounds));
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}
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{
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// 1x1 matrix, row out of bounds
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let result = CooMatrix::<i32>::try_from_triplets(1, 1, vec![1], vec![0], vec![2]);
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assert!(matches!(result.unwrap_err().kind(), SparseFormatErrorKind::IndexOutOfBounds));
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}
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{
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// 1x1 matrix, col out of bounds
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let result = CooMatrix::<i32>::try_from_triplets(1, 1, vec![0], vec![1], vec![2]);
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assert!(matches!(result.unwrap_err().kind(), SparseFormatErrorKind::IndexOutOfBounds));
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}
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{
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// 1x1 matrix, row and col out of bounds
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let result = CooMatrix::<i32>::try_from_triplets(1, 1, vec![1], vec![1], vec![2]);
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assert!(matches!(result.unwrap_err().kind(), SparseFormatErrorKind::IndexOutOfBounds));
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}
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{
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// Arbitrary matrix, row out of bounds
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let i = vec![0, 1, 0, 3, 2];
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let j = vec![0, 2, 1, 3, 3];
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let v = vec![2, 3, 7, 3, 1];
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let result = CooMatrix::<i32>::try_from_triplets(3, 5, i, j, v);
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assert!(matches!(result.unwrap_err().kind(), SparseFormatErrorKind::IndexOutOfBounds));
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}
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{
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// Arbitrary matrix, col out of bounds
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let i = vec![0, 1, 0, 0, 2];
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let j = vec![0, 2, 1, 5, 3];
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let v = vec![2, 3, 7, 3, 1];
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let result = CooMatrix::<i32>::try_from_triplets(3, 5, i, j, v);
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assert!(matches!(result.unwrap_err().kind(), SparseFormatErrorKind::IndexOutOfBounds));
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}
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}
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#[test]
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fn coo_try_from_triplets_panics_on_mismatched_vectors() {
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// Check that try_from_triplets panics when the triplet vectors have different lengths
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macro_rules! assert_errs {
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($result:expr) => {
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assert!(matches!($result.unwrap_err().kind(), SparseFormatErrorKind::InvalidStructure))
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}
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}
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assert_errs!(CooMatrix::<i32>::try_from_triplets(3, 5, vec![1, 2], vec![0], vec![0]));
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assert_errs!(CooMatrix::<i32>::try_from_triplets(3, 5, vec![1], vec![0, 0], vec![0]));
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assert_errs!(CooMatrix::<i32>::try_from_triplets(3, 5, vec![1], vec![0], vec![0, 1]));
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assert_errs!(CooMatrix::<i32>::try_from_triplets(3, 5, vec![1, 2], vec![0, 1], vec![0]));
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assert_errs!(CooMatrix::<i32>::try_from_triplets(3, 5, vec![1], vec![0, 1], vec![0, 1]));
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assert_errs!(CooMatrix::<i32>::try_from_triplets(3, 5, vec![1, 1], vec![0], vec![0, 1]));
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}
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#[test]
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fn coo_push_valid_entries() {
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let mut coo = CooMatrix::new(3, 3);
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coo.push(0, 0, 1);
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assert_eq!(coo.triplet_iter().collect::<Vec<_>>(), vec![(0, 0, &1)]);
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coo.push(0, 0, 2);
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assert_eq!(coo.triplet_iter().collect::<Vec<_>>(), vec![(0, 0, &1), (0, 0, &2)]);
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coo.push(2, 2, 3);
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assert_eq!(coo.triplet_iter().collect::<Vec<_>>(), vec![(0, 0, &1), (0, 0, &2), (2, 2, &3)]);
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}
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#[test]
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fn coo_push_out_of_bounds_entries() {
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{
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// 0x0 matrix
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let coo = CooMatrix::new(0, 0);
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assert_panics!(coo.clone().push(0, 0, 1));
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}
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{
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// 0x1 matrix
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assert_panics!(CooMatrix::new(0, 1).push(0, 0, 1));
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}
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{
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// 1x0 matrix
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assert_panics!(CooMatrix::new(1, 0).push(0, 0, 1));
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}
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{
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// Arbitrary matrix dimensions
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let coo = CooMatrix::new(3, 2);
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assert_panics!(coo.clone().push(3, 0, 1));
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assert_panics!(coo.clone().push(2, 2, 1));
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assert_panics!(coo.clone().push(3, 2, 1));
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}
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} |