argmin_core 0.2.4

Mathematical optimization in pure Rust (core functionality)
Documentation 
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
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164

// Copyright 2018 Stefan Kroboth
//
// Licensed under the Apache License, Version 2.0 <LICENSE-APACHE or
// http://apache.org/licenses/LICENSE-2.0> or the MIT license <LICENSE-MIT or
// http://opensource.org/licenses/MIT>, at your option. This file may not be
// copied, modified, or distributed except according to those terms.

#[cfg(test)]
mod tests {
    use crate::math::ArgminScaledSub;
    use ndarray::{array, Array1, Array2};
    use paste::item;

    macro_rules! make_test {
        ($t:ty) => {
            item! {
                #[test]
                fn [<test_scaledsub_vec_ $t>]() {
                    let a = array![10 as $t, 20 as $t, 30 as $t];
                    let b = 2 as $t;
                    let c = array![4 as $t, 5 as $t, 6 as $t];
                    let res = <Array1<$t> as ArgminScaledSub<Array1<$t>, $t, Array1<$t>>>::scaled_sub(&a, &b, &c);
                    let target = array![2 as $t, 10 as $t, 18 as $t];
                    for i in 0..3 {
                        assert!((((res[i] - target[i]) as f64).abs()) < std::f64::EPSILON);
                    }
                }
            }

            item! {
                #[test]
                #[should_panic]
                fn [<test_scaledsub_vec_panic_1_ $t>]() {
                    let a = array![1 as $t, 2 as $t, 3 as $t];
                    let b = 2 as $t;
                    let c = array![4 as $t, 5 as $t];
                    <Array1<$t> as ArgminScaledSub<Array1<$t>, $t, Array1<$t>>>::scaled_sub(&a, &b, &c);
                }
            }

            item! {
                #[test]
                #[should_panic]
                fn [<test_scaledsub_vec_panic_2_ $t>]() {
                    let a = array![1 as $t, 2 as $t];
                    let b = 2 as $t;
                    let c = array![4 as $t, 5 as $t, 6 as $t];
                    <Array1<$t> as ArgminScaledSub<Array1<$t>, $t, Array1<$t>>>::scaled_sub(&a, &b, &c);
                }
            }

            item! {
                #[test]
                fn [<test_scaledsub_vec_vec_ $t>]() {
                    let a = array![20 as $t, 20 as $t, 30 as $t];
                    let b = array![3 as $t, 2 as $t, 1 as $t];
                    let c = array![4 as $t, 5 as $t, 6 as $t];
                    let res = <Array1<$t> as ArgminScaledSub<Array1<$t>, Array1<$t>, Array1<$t>>>::scaled_sub(&a, &b, &c);
                    let target = array![8 as $t, 10 as $t, 24 as $t];
                    for i in 0..3 {
                        assert!((((res[i] - target[i]) as f64).abs()) < std::f64::EPSILON);
                    }
                }
            }

            item! {
                #[test]
                #[should_panic]
                fn [<test_scaledsub_vec_vec_panic_1_ $t>]() {
                    let a = array![1 as $t, 2 as $t];
                    let b = array![3 as $t, 2 as $t, 1 as $t];
                    let c = array![4 as $t, 5 as $t, 6 as $t];
                    <Array1<$t> as ArgminScaledSub<Array1<$t>, Array1<$t>, Array1<$t>>>::scaled_sub(&a, &b, &c);
                }
            }

            item! {
                #[test]
                #[should_panic]
                fn [<test_scaledsub_vec_vec_panic_2_ $t>]() {
                    let a = array![1 as $t, 2 as $t, 3 as $t];
                    let b = array![3 as $t, 2 as $t];
                    let c = array![4 as $t, 5 as $t, 6 as $t];
                    <Array1<$t> as ArgminScaledSub<Array1<$t>, Array1<$t>, Array1<$t>>>::scaled_sub(&a, &b, &c);
                }
            }

            item! {
                #[test]
                #[should_panic]
                fn [<test_scaledsub_vec_vec_panic_3_ $t>]() {
                    let a = array![1 as $t, 2 as $t, 3 as $t];
                    let b = array![3 as $t, 2 as $t, 1 as $t];
                    let c = array![4 as $t, 5 as $t];
                    <Array1<$t> as ArgminScaledSub<Array1<$t>, Array1<$t>, Array1<$t>>>::scaled_sub(&a, &b, &c);
                }
            }

            item! {
                #[test]
                fn [<test_scaledsub_mat_mat_ $t>]() {
                    let a = array![
                        [10 as $t, 20 as $t],
                        [30 as $t, 40 as $t],
                    ];
                    let b = array![
                        [4 as $t, 3 as $t],
                        [2 as $t, 1 as $t],
                    ];
                    let c = array![
                        [1 as $t, 2 as $t],
                        [2 as $t, 1 as $t],
                    ];
                    let res = <Array2<$t> as ArgminScaledSub<Array2<$t>, Array2<$t>, Array2<$t>>>::scaled_sub(&a, &b, &c);
                    let target = array![
                        [6 as $t, 14 as $t],
                        [26 as $t, 39 as $t],
                    ];
                    for i in 0..2 {
                        for j in 0..2 {
                            assert!((((res[(i, j)] - target[(i, j)]) as f64).abs()) < std::f64::EPSILON);
                        }
                    }
                }
            }

            item! {
                #[test]
                fn [<test_scaledsub_mat_scalar_ $t>]() {
                    let a = array![
                        [10 as $t, 20 as $t],
                        [30 as $t, 40 as $t],
                    ];
                    let b = 2 as $t;
                    let c = array![
                        [1 as $t, 2 as $t],
                        [2 as $t, 1 as $t],
                    ];
                    let res = <Array2<$t> as ArgminScaledSub<Array2<$t>, $t, Array2<$t>>>::scaled_sub(&a, &b, &c);
                    let target = array![
                        [8 as $t, 16 as $t],
                        [26 as $t, 38 as $t],
                    ];
                    for i in 0..2 {
                        for j in 0..2 {
                            assert!((((res[(i, j)] - target[(i, j)]) as f64).abs()) < std::f64::EPSILON);
                        }
                    }
                }
            }
        };
    }

    make_test!(i8);
    make_test!(u8);
    make_test!(i16);
    make_test!(u16);
    make_test!(i32);
    make_test!(u32);
    make_test!(i64);
    make_test!(u64);
    make_test!(f32);
    make_test!(f64);
}