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use rand::distributions::{Distribution, Uniform};
use crate::set::traits::Finite;
use crate::traits::{Collecting, Constructable, ToIterator};
pub mod trait_impl;
pub trait Sample<'a, I: Iterator<Item=E>, E, O: Collecting<E> + Constructable>: Finite + ToIterator<'a, I, E> {
fn sample_subset_without_replacement<'s: 'a>(&'s self, size: usize) -> Result<O, String> {
let mut remaining = self.size();
if size > remaining {
return Err(format!("desired sample size {} > population size {}", size, remaining));
}
let mut samples = O::new();
let mut needed = size;
let mut rng = rand::thread_rng();
let uniform = Uniform::new(0., 1.);
for element in self.to_iter() {
if uniform.sample(&mut rng) <= (needed as f64 / remaining as f64) {
samples.collect(element);
needed -= 1;
}
remaining -= 1;
}
Ok(samples)
}
}
#[cfg(test)]
mod tests {
use crate::set::ordered_integer_set::{ContiguousIntegerSet, OrderedIntegerSet};
use crate::set::traits::Finite;
use super::Sample;
#[test]
fn test_sample() {
let interval = ContiguousIntegerSet::new(0, 100);
let num_samples = 25;
let samples = interval.sample_subset_without_replacement(num_samples).unwrap();
assert_eq!(samples.size(), num_samples);
let set = OrderedIntegerSet::from_slice(&[[-89, -23], [-2, 100], [300, 345]]);
let num_samples = 18;
let samples = set.sample_subset_without_replacement(num_samples).unwrap();
assert_eq!(samples.size(), num_samples);
}
}