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extern crate bit_vec;
use bit_vec::BitVec;
use std::hash::{Hash, SipHasher, Hasher};
use std::fmt;
pub struct BloomFilter<H: Hasher> {
size: u64,
hash_count: u64,
bloom: BitVec,
hashers: [H; 2]
}
impl<H> fmt::Debug for BloomFilter<H> where H: Hasher + Clone + Default{
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
write!(f, "BloomFilter: size: {:?}, hash_count: {:?}, fill ratio: {:?}",
self.size, self.hash_count, self.get_bits_set() as f32/self.size as f32)
}
}
impl BloomFilter<SipHasher> {
pub fn new(size: u64, hash_count: u64) -> BloomFilter<SipHasher> {
BloomFilter::<SipHasher>::new_with_hasher(size, hash_count)
}
pub fn new_with_params(n: u64, p: f32) -> BloomFilter<SipHasher> {
BloomFilter::<SipHasher>::new_with_params_with_hasher(n, p)
}
}
impl<H> BloomFilter<H> where H: Hasher + Clone + Default {
pub fn new_with_hasher(size: u64, hash_count: u64) -> BloomFilter<H> {
BloomFilter {
size: size,
hash_count: hash_count,
bloom: BitVec::from_elem(size as usize, false),
hashers: [H::default(), H::default()]
}
}
pub fn new_with_params_with_hasher(n: u64, p: f32) -> BloomFilter<H> {
let m = ((-(n as f32 * (p.ln()))).ceil() / ((2.0f32).ln().powi(2))) as u64;
let k = (((2.0f32).ln() * (m as f32/ n as f32)).round()) as u64;
BloomFilter {
size: m,
hash_count: k,
bloom: BitVec::from_elem(m as usize, false),
hashers: [H::default(), H::default()]
}
}
pub fn add<T: Hash>(&mut self, val: &T) {
for n in 0..self.hash_count {
let seed = n as u64;
let hashed = self.bloom_hash(seed, &val);
self.bloom.set(hashed, true);
}
}
pub fn query<T: Hash>(&self, query_val: &T) -> bool{
for n in 0..self.hash_count {
let hashed = self.bloom_hash(n as u64, &query_val);
if !self.bloom.get(hashed).unwrap() {
return false;
}
}
true
}
fn bloom_hash<T: Hash>(&self, n: u64, val: &T) -> usize {
let mut sip1 = self.hashers[0].clone();
let mut sip2 = self.hashers[1].clone();
val.hash(&mut sip1);
val.hash(&mut sip2);
let fin1 = sip1.finish();
let fin2 = sip2.finish();
(fin1.wrapping_mul(fin2.wrapping_add(n)) % (self.size as u64)) as usize
}
pub fn get_bits_set(&self) -> usize {
self.bloom.iter().filter(|x| *x).count()
}
pub fn clear(&mut self) {
self.bloom.clear();
}
}
#[cfg(test)]
mod tests {
#[test]
fn it_works() {
}
}