Crate implementing reservoir sampling, a method for getting random samples from a source in a single pass. Useful in situations where size of source is unknown or very large. Read this article for more information: https://en.wikipedia.org/wiki/Reservoir_sampling All algorithms implemented here have been taken from this article only.
```rust use reservoir_sampling::unweighted::l;
fn main () { let mut sampled_arr = vec![0usize; 10];
l(0usize..100, sampled_arr.as_mut_slice());
println!("Sampled array: {:?}", sampled_arr);
} ```
Functions take:
- An Iterator
over generic type T
, with no constraints which serves as a stream of data to sample.
- Mutable array slice (&mut [T]
) to store sampled data
By default, functions use rand::thread_rng
to provide RNG.
To use your own RNG which implements rand::RNG
, use functions in reservoir_sampling::core
.
Stabilize weighted
and implement more algorithms.