1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
use ndarray::prelude::*;
use float_cmp::ApproxEqRatio;
use num_complex::Complex;
fn max<A: PartialOrd>(a: A, b: A) -> A {
if a > b { a } else { b }
}
pub trait AssertClose: Sized + Copy {
type Tol;
fn assert_close(self, truth: Self, rtol: Self::Tol);
}
macro_rules! impl_AssertClose {
($scalar:ty) => {
impl AssertClose for $scalar {
type Tol = $scalar;
fn assert_close(self, truth: Self, rtol: Self::Tol) {
if !self.approx_eq_ratio(&truth, rtol) {
panic!("Not close: val={}, truth={}, rtol={}", self, truth, rtol);
}
}
}
impl AssertClose for Complex<$scalar> {
type Tol = $scalar;
fn assert_close(self, truth: Self, rtol: Self::Tol) {
if !(self.re.approx_eq_ratio(&truth.re, rtol) && self.im.approx_eq_ratio(&truth.im, rtol)) {
panic!("Not close: val={}, truth={}, rtol={}", self, truth, rtol);
}
}
}
}}
impl_AssertClose!(f64);
impl_AssertClose!(f32);
pub trait AssertAllClose: Sized {
type Tol;
fn assert_allclose(&self, truth: &Self, rtol: Self::Tol);
}
macro_rules! impl_AssertAllClose {
($scalar:ty, $float:ty, $abs:ident, $th:expr) => {
impl AssertAllClose for Vec<$scalar> {
type Tol = $float;
fn assert_allclose(&self, truth: &Self, rtol: Self::Tol) {
for (x, y) in self.iter().zip(truth.iter()) {
let max_abs = max(x.$abs(), y.$abs());
let diff_abs = (x - y).$abs();
let tol = if max_abs < $th {
diff_abs
} else {
diff_abs / max_abs
};
if tol > rtol {
panic!("Not close (rtol={}): \ntest = \n{:?}\nTruth = \n{:?}", rtol, self, truth);
}
}
}
}
impl<D: Dimension> AssertAllClose for Array<$scalar, D> {
type Tol = $float;
fn assert_allclose(&self, truth: &Self, rtol: Self::Tol) {
for (x, y) in self.iter().zip(truth.iter()) {
let max_abs = max(x.$abs(), y.$abs());
let diff_abs = (x - y).$abs();
let tol = if max_abs < $th {
diff_abs
} else {
diff_abs / max_abs
};
if tol > rtol {
panic!("Not close (rtol={}): \ntest = \n{:?}\nTruth = \n{:?}", rtol, self, truth);
}
}
}
}
}}
impl_AssertAllClose!(f64, f64, abs, 1.0e-7);
impl_AssertAllClose!(f32, f32, abs, 1.0e-3);
impl_AssertAllClose!(Complex<f64>, f64, norm, 1.0e-7);
impl_AssertAllClose!(Complex<f32>, f32, norm, 1.0e-3);