generic-bloom

This crate provides a BloomFilter trait which can be parameterized by different types of storage (via the BloomSet trait) to obtain traditional binary Bloom filters, counting Bloom filters, and spectral Bloom filters. For more information, see the documentation.

lib.rs:

This crate provides a BloomFilter trait which can be parameterized by different types of storage (via the BloomSet trait) to obtain traditional binary Bloom filters, counting Bloom filters, and spectral Bloom filters. For basic usage, see the documentation for SimpleBloomFilter.

BloomSet implementations are provided for BitBoxes (for traditional bitmap-style Bloom filters) and Box<[T]> where T is a numeric type (for counting or spectral Bloom filters).

Example

Basic usage:

use generic_bloom::{BloomFilter, SimpleBloomFilter};
use bitvec::prelude::*;

let mut filter: SimpleBloomFilter<BitBox<usize, Lsb0>> = SimpleBloomFilter::new(10, 20);
filter.insert(&48);
filter.insert(&32);
assert!(filter.contains(&48));
assert!(filter.contains(&32));
// May fail if 39 happens to be a false positive
assert!(!filter.contains(&39));