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use crate::buckets::Buckets;
use crate::{BloomFilter, BuildHashKernels, HashKernels, UpdatableBloomFilter};
use std::hash::Hash;
pub struct Filter<BHK: BuildHashKernels> {
buckets: Buckets, hash_kernels: BHK::HK, }
impl<BHK: BuildHashKernels> Filter<BHK> {
pub fn new(items_count: usize, fp_rate: f64, build_hash_kernels: BHK) -> Self {
let buckets = Buckets::with_fp_rate(items_count, fp_rate, 1);
let hash_kernels = build_hash_kernels.with_fp_rate(fp_rate, buckets.len());
Self { buckets, hash_kernels }
}
pub fn with_raw_data(raw_data: &[u8], k: usize, build_hash_kernels: BHK) -> Self {
let buckets = Buckets::with_raw_data(raw_data.len() * 8, 1, raw_data);
let hash_kernels = build_hash_kernels.with_k(k, buckets.len());
Self { buckets, hash_kernels }
}
pub fn buckets(&self) -> &Buckets {
&self.buckets
}
}
impl<BHK: BuildHashKernels> BloomFilter for Filter<BHK> {
fn insert<T: Hash>(&mut self, item: &T) {
self.hash_kernels.hash_iter(item).for_each(|i| self.buckets.set(i, 1))
}
fn contains<T: Hash>(&self, item: &T) -> bool {
self.hash_kernels.hash_iter(item).all(|i| self.buckets.get(i) == 1)
}
fn reset(&mut self) {
self.buckets.reset()
}
}
impl<BHK: BuildHashKernels> UpdatableBloomFilter for Filter<BHK> {
fn update(&mut self, raw_data: &[u8]) {
self.buckets.update(raw_data)
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::hash::{DefaultBuildHashKernels, DefaultBuildHasher};
use proptest::{collection::size_range, prelude::any_with, proptest, proptest_helper};
use rand::random;
use std::collections::hash_map::RandomState;
fn _contains(items: &[usize]) {
let mut filter = Filter::new(100, 0.03, DefaultBuildHashKernels::new(random(), RandomState::new()));
assert!(items.iter().all(|i| !filter.contains(i)));
items.iter().for_each(|i| filter.insert(i));
assert!(items.iter().all(|i| filter.contains(i)));
}
proptest! {
#[test]
fn contains(ref items in any_with::<Vec<usize>>(size_range(16).lift())) {
_contains(items)
}
}
fn _raw_data(items: &[usize]) {
let data = vec![0; 8];
let hash_seed = random();
let mut filter = Filter::with_raw_data(&data, 2, DefaultBuildHashKernels::new(hash_seed, DefaultBuildHasher));
assert!(items.iter().all(|i| !filter.contains(i)));
items.iter().for_each(|i| filter.insert(i));
let data = filter.buckets().raw_data();
let filter = Filter::with_raw_data(&data, 2, DefaultBuildHashKernels::new(hash_seed, DefaultBuildHasher));
assert!(items.iter().all(|i| filter.contains(i)));
}
proptest! {
#[test]
fn raw_data(ref items in any_with::<Vec<usize>>(size_range(8).lift())) {
_raw_data(items)
}
}
fn _update(items1: &[usize], items2: &[usize]) {
let data = vec![0; 8];
let hash_seed = random();
let mut filter1 = Filter::with_raw_data(&data, 2, DefaultBuildHashKernels::new(hash_seed, DefaultBuildHasher));
items1.iter().for_each(|i| filter1.insert(i));
let mut filter2 = Filter::with_raw_data(&data, 2, DefaultBuildHashKernels::new(hash_seed, DefaultBuildHasher));
items2.iter().for_each(|i| filter2.insert(i));
filter1.update(&filter2.buckets().raw_data());
assert!(items1.iter().all(|i| filter1.contains(i)));
assert!(items2.iter().all(|i| filter1.contains(i)));
}
proptest! {
#[test]
fn update(
ref items1 in any_with::<Vec<usize>>(size_range(8).lift()),
ref items2 in any_with::<Vec<usize>>(size_range(8).lift())
) {
_update(items1, items2)
}
}
}