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use std::cell::RefCell;
pub struct XorShift64 {
a: u64,
}
impl XorShift64 {
pub fn new(seed: u64) -> XorShift64 {
XorShift64 { a: seed }
}
pub fn next(&mut self) -> u64 {
let mut x = self.a;
x ^= x << 13;
x ^= x >> 7;
x ^= x << 17;
self.a = x;
x
}
pub fn next_f64(&mut self) -> f64 {
sample(self.next())
}
}
thread_local! {
pub static RNG: RefCell<XorShift64> = RefCell::new(XorShift64::new(1234));
}
fn sample(value: u64) -> f64 {
let fraction_bits = 52;
let float_size = std::mem::size_of::<f64>() as u32 * 8;
let precision = fraction_bits + 1;
let scale = 1.0 / ((1_u64 << precision) as f64);
let value = value >> (float_size - precision);
scale * (value as f64)
}
pub fn thread_rng() -> impl Fn() -> f32 {
|| RNG.with(|rng| rng.borrow_mut().next_f64() as f32)
}
#[test]
fn test_rng() {
const ITERATIONS: usize = 10000;
let mut rng = XorShift64::new(1234);
let mut sum = rng.next_f64();
let mut min = sum;
let mut max = sum;
for _ in 0..ITERATIONS - 1 {
let value = rng.next_f64();
sum += value;
if value < min {
min = value;
}
if value > max {
max = value;
}
}
let avg = sum / ITERATIONS as f64;
assert!(min >= 0.000);
assert!(min <= 0.001);
assert!(max <= 1.000);
assert!(max >= 0.999);
assert!(avg >= 0.490);
assert!(avg <= 0.510);
}