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// Copyright 2018-2024 argmin developers
//
// 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.
use crate::ArgminRandom;
use rand::Rng;
macro_rules! make_random {
($t:ty) => {
impl ArgminRandom for Vec<$t> {
fn rand_from_range<R: Rng>(min: &Self, max: &Self, rng: &mut R) -> Vec<$t> {
assert!(!min.is_empty());
assert_eq!(min.len(), max.len());
min.iter()
.zip(max.iter())
.map(|(a, b)| {
// Do not require a < b:
// We do want to know if a and b are *exactly* the same.
#[allow(clippy::float_cmp)]
if a == b {
a.clone()
} else if a < b {
rng.gen_range(a.clone()..b.clone())
} else {
rng.gen_range(b.clone()..a.clone())
}
})
.collect()
}
}
impl ArgminRandom for Vec<Vec<$t>> {
fn rand_from_range<R: Rng>(min: &Self, max: &Self, rng: &mut R) -> Vec<Vec<$t>> {
assert!(!min.is_empty());
assert_eq!(min.len(), max.len());
min.iter()
.zip(max.iter())
.map(|(a, b)| Vec::<$t>::rand_from_range(a, b, rng))
.collect()
}
}
};
}
make_random!(f32);
make_random!(f64);
make_random!(i8);
make_random!(i16);
make_random!(i32);
make_random!(i64);
make_random!(u8);
make_random!(u16);
make_random!(u32);
make_random!(u64);
#[cfg(test)]
mod tests {
use super::*;
use paste::item;
use rand::SeedableRng;
macro_rules! make_test {
($t:ty) => {
item! {
#[test]
fn [<test_random_vec_ $t>]() {
let a = vec![1 as $t, 2 as $t, 4 as $t];
let b = vec![2 as $t, 3 as $t, 5 as $t];
let mut rng = rand::rngs::StdRng::seed_from_u64(42);
let random = Vec::<$t>::rand_from_range(&a, &b, &mut rng);
for i in 0..3usize {
assert!(random[i] >= a[i]);
assert!(random[i] <= b[i]);
}
}
}
item! {
#[test]
fn [<test_random_mat_ $t>]() {
let a = vec![
vec![1 as $t, 2 as $t, 4 as $t],
vec![2 as $t, 3 as $t, 5 as $t]
];
let b = vec![
vec![2 as $t, 3 as $t, 5 as $t],
vec![3 as $t, 4 as $t, 6 as $t]
];
let mut rng = rand::rngs::StdRng::seed_from_u64(42);
let random = Vec::<Vec<$t>>::rand_from_range(&a, &b, &mut rng);
for i in 0..3 {
for j in 0..2 {
assert!(random[j][i] >= a[j][i]);
assert!(random[j][i] <= b[j][i]);
}
}
}
}
};
}
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);
}