|
1 | 1 | include!("header.rs");
|
2 | 2 |
|
3 |
| -fn test_lu(a: Array<f64, Ix2>) { |
4 |
| - println!("a = \n{:?}", &a); |
5 |
| - let (p, l, u) = a.clone().lu().unwrap(); |
| 3 | +macro_rules! impl_test { |
| 4 | + ($funcname:ident, $random:path, $n:expr, $m:expr, $t:expr) => { |
| 5 | +#[test] |
| 6 | +fn $funcname() { |
| 7 | + use ndarray_linalg::prelude::*; |
| 8 | + let a = $random($n, $m, $t); |
| 9 | + let ans = a.clone(); |
| 10 | + let (p, l, u) = a.lu().unwrap(); |
6 | 11 | println!("P = \n{:?}", &p);
|
7 | 12 | println!("L = \n{:?}", &l);
|
8 | 13 | println!("U = \n{:?}", &u);
|
9 | 14 | println!("LU = \n{:?}", l.dot(&u));
|
10 |
| - all_close_l2(&l.dot(&u).permutated(&p), &a, 1e-7).unwrap(); |
| 15 | + all_close_l2(&l.dot(&u).permutated(&p), &ans, 1e-7).unwrap(); |
11 | 16 | }
|
| 17 | +}} // impl_test |
12 | 18 |
|
13 |
| -macro_rules! test_lu_upper { |
14 |
| - ($testname:ident, $testname_t:ident, $n:expr, $m:expr) => { |
15 |
| -#[test] |
16 |
| -fn $testname() { |
17 |
| - let r_dist = RealNormal::new(0., 1.); |
18 |
| - let mut a = Array::<f64, _>::random(($n, $m), r_dist); |
19 |
| - for ((i, j), val) in a.indexed_iter_mut() { |
20 |
| - if i > j { |
21 |
| - *val = 0.0; |
22 |
| - } |
23 |
| - } |
24 |
| - test_lu(a); |
25 |
| -} |
26 |
| -#[test] |
27 |
| -fn $testname_t() { |
28 |
| - let r_dist = RealNormal::new(0., 1.); |
29 |
| - let mut a = Array::<f64, _>::random(($m, $n), r_dist).reversed_axes(); |
30 |
| - for ((i, j), val) in a.indexed_iter_mut() { |
31 |
| - if i > j { |
32 |
| - *val = 0.0; |
33 |
| - } |
34 |
| - } |
35 |
| - test_lu(a); |
| 19 | +macro_rules! impl_test_lu { |
| 20 | + ($modname:ident, $random:path) => { |
| 21 | +mod $modname { |
| 22 | + impl_test!(lu_square, $random, 3, 3, false); |
| 23 | + impl_test!(lu_square_t, $random, 3, 3, true); |
| 24 | + impl_test!(lu_3x4, $random, 3, 4, false); |
| 25 | + impl_test!(lu_3x4_t, $random, 3, 4, true); |
| 26 | + impl_test!(lu_4x3, $random, 4, 3, false); |
| 27 | + impl_test!(lu_4x3_t, $random, 4, 3, true); |
36 | 28 | }
|
37 |
| -}} // end test_lu_upper |
38 |
| -test_lu_upper!(lu_square_upper, lu_square_upper_t, 3, 3); |
39 |
| -test_lu_upper!(lu_3x4_upper, lu_3x4_upper_t, 3, 4); |
40 |
| -test_lu_upper!(lu_4x3_upper, lu_4x3_upper_t, 4, 3); |
| 29 | +}} // impl_test_lu |
41 | 30 |
|
42 |
| -macro_rules! test_lu_lower { |
43 |
| - ($testname:ident, $testname_t:ident, $n:expr, $m:expr) => { |
44 |
| -#[test] |
45 |
| -fn $testname() { |
46 |
| - let r_dist = RealNormal::new(0., 1.); |
47 |
| - let mut a = Array::<f64, _>::random(($n, $m), r_dist); |
48 |
| - for ((i, j), val) in a.indexed_iter_mut() { |
49 |
| - if i < j { |
50 |
| - *val = 0.0; |
51 |
| - } |
52 |
| - } |
53 |
| - test_lu(a); |
54 |
| -} |
55 |
| -#[test] |
56 |
| -fn $testname_t() { |
57 |
| - let r_dist = RealNormal::new(0., 1.); |
58 |
| - let mut a = Array::<f64, _>::random(($m, $n), r_dist).reversed_axes(); |
59 |
| - for ((i, j), val) in a.indexed_iter_mut() { |
60 |
| - if i < j { |
61 |
| - *val = 0.0; |
62 |
| - } |
63 |
| - } |
64 |
| - test_lu(a); |
65 |
| -} |
66 |
| -}} // end test_lu_lower |
67 |
| -test_lu_lower!(lu_square_lower, lu_square_lower_t, 3, 3); |
68 |
| -test_lu_lower!(lu_3x4_lower, lu_3x4_lower_t, 3, 4); |
69 |
| -test_lu_lower!(lu_4x3_lower, lu_4x3_lower_t, 4, 3); |
70 |
| - |
71 |
| -macro_rules! test_lu { |
72 |
| - ($testname:ident, $testname_t:ident, $n:expr, $m:expr) => { |
73 |
| -#[test] |
74 |
| -fn $testname() { |
75 |
| - let r_dist = RealNormal::new(0., 1.); |
76 |
| - let a = Array::<f64, _>::random(($n, $m), r_dist); |
77 |
| - test_lu(a); |
78 |
| -} |
79 |
| -#[test] |
80 |
| -fn $testname_t() { |
81 |
| - let r_dist = RealNormal::new(0., 1.); |
82 |
| - let a = Array::<f64, _>::random(($m, $n), r_dist).reversed_axes(); |
83 |
| - test_lu(a); |
84 |
| -} |
85 |
| -}} // end test_lu |
86 |
| -test_lu!(lu_square, lu_square_t, 3, 3); |
87 |
| -test_lu!(lu_3x4, lu_3x4_t, 3, 4); |
88 |
| -test_lu!(lu_4x3, lu_4x3_t, 4, 3); |
| 31 | +impl_test_lu!(owned, super::random_owned); |
| 32 | +impl_test_lu!(shared, super::random_shared); |
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