mail-server/crates/nlp/src/bayes/cache.rs
2023-10-11 19:21:11 +02:00

107 lines
3.3 KiB
Rust

/*
* Copyright (c) 2023 Stalwart Labs Ltd.
*
* This file is part of the Stalwart Mail Server.
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as
* published by the Free Software Foundation, either version 3 of
* the License, or (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Affero General Public License for more details.
* in the LICENSE file at the top-level directory of this distribution.
* You should have received a copy of the GNU Affero General Public License
* along with this program. If not, see <http://www.gnu.org/licenses/>.
*
* You can be released from the requirements of the AGPLv3 license by
* purchasing a commercial license. Please contact licensing@stalw.art
* for more details.
*/
use std::{
hash::BuildHasherDefault,
time::{Duration, Instant},
};
use lru_cache::LruCache;
use nohash::NoHashHasher;
use parking_lot::Mutex;
use super::{TokenHash, Weights};
#[derive(Debug)]
pub struct BayesTokenCache {
positive: Mutex<LruCache<TokenHash, CacheItem, BuildHasherDefault<NoHashHasher<TokenHash>>>>,
negative: Mutex<LruCache<TokenHash, Instant, BuildHasherDefault<NoHashHasher<TokenHash>>>>,
ttl_negative: Duration,
ttl_positive: Duration,
}
#[derive(Debug, Clone)]
pub struct CacheItem {
item: Weights,
valid_until: Instant,
}
impl BayesTokenCache {
pub fn new(capacity: usize, ttl_positive: Duration, ttl_negative: Duration) -> Self {
Self {
positive: Mutex::new(LruCache::with_hasher(capacity, Default::default())),
negative: Mutex::new(LruCache::with_hasher(capacity, Default::default())),
ttl_negative,
ttl_positive,
}
}
pub fn get(&self, hash: &TokenHash) -> Option<Option<Weights>> {
{
let mut pos_cache = self.positive.lock();
if let Some(entry) = pos_cache.get_mut(hash) {
return if entry.valid_until >= Instant::now() {
Some(Some(entry.item))
} else {
pos_cache.remove(hash);
None
};
}
}
{
let mut neg_cache = self.negative.lock();
if let Some(entry) = neg_cache.get_mut(hash) {
return if *entry >= Instant::now() {
Some(None)
} else {
neg_cache.remove(hash);
None
};
}
}
None
}
pub fn insert_positive(&self, hash: TokenHash, weights: Weights) {
self.positive.lock().insert(
hash,
CacheItem {
item: weights,
valid_until: Instant::now() + self.ttl_positive,
},
);
}
pub fn insert_negative(&self, hash: TokenHash) {
self.negative
.lock()
.insert(hash, Instant::now() + self.ttl_negative);
}
pub fn invalidate(&self, hash: &TokenHash) {
if self.positive.lock().remove(hash).is_none() {
self.negative.lock().remove(hash);
}
}
}