use anyhow::{Context, Result, anyhow};
use serde::{Deserialize, Serialize};
use std::collections::{BTreeMap, HashMap};
use std::sync::{Arc, Mutex, RwLock};
use std::time::{Duration, Instant};
#[derive(Debug, Clone)]
pub enum CacheStrategy {
Lru {
max_size: usize,
ttl: Duration,
},
Lfu {
max_size: usize,
ttl: Duration,
},
Fifo {
max_size: usize,
ttl: Duration,
},
Smart {
max_size: usize,
ttl: Duration,
compression_threshold: usize,
},
}
#[derive(Debug, Clone)]
struct CacheEntry {
data: Vec<u8>,
access_count: u64,
last_accessed: Instant,
created_at: Instant,
compressed: bool,
original_size: usize,
}
#[derive(Debug, Clone, Default)]
pub struct OptimizedCacheStats {
pub total_cached_items: usize,
pub cache_hits: u64,
pub cache_misses: u64,
pub evictions: u64,
pub compressions: u64,
pub decompressions: u64,
pub total_compressed_size: usize,
pub total_uncompressed_size: usize,
pub average_access_time_ns: u64,
pub hit_rate: f64,
}
#[derive(Debug, Clone)]
pub struct OptimizedSnapshot {
base_snapshot: Option<*const u8>,
incremental_snapshots: Arc<RwLock<HashMap<String, *const u8>>>,
cache_strategy: CacheStrategy,
cache: Arc<AsyncRwLock<HashMap<String, CacheEntry>>>,
stats: Arc<Mutex<OptimizedCacheStats>>,
}
impl OptimizedSnapshot {
pub fn new(cache_strategy: CacheStrategy) -> Self {
Self {
base_snapshot: None,
incremental_snapshots: Arc::new(Mutex::new(HashMap::new())),
cache_strategy,
cache: Arc::new(Mutex::new(AsyncRwLock::new(HashMap::new()))),
stats: Arc::new(Mutex::new(OptimizedCacheStats::default())),
}
}
pub async fn load_snapshot(&self, key: &str) -> Result<*const u8> {
let cache: _ = self.cache.read().await;
if let Some(entry) = cache.get(key) {
let start: _ = Instant::now();
let snapshot_ptr: _ = self.restore_snapshot_from_cache(entry)?;
let access_time: _ = start.elapsed();
{
let mut stats = self.stats.lock().unwrap();
stats.cache_hits += 1;
stats.average_access_time_ns = (stats.average_access_time_ns + access_time.as_nanos() as u64) / 2;
stats.hit_rate = stats.cache_hits as f64 / (stats.cache_hits + stats.cache_misses) as f64;
}
return Ok(snapshot_ptr);
}
drop(cache);
{
let mut stats = self.stats.lock().unwrap();
stats.cache_misses += 1;
stats.hit_rate = stats.cache_hits as f64 / (stats.cache_hits + stats.cache_misses) as f64;
}
let snapshot_ptr: _ = self.create_new_snapshot(key)?;
Ok(snapshot_ptr)
}
fn restore_snapshot_from_cache(&self, entry: &CacheEntry) -> Result<*const u8> {
let dummy_ptr: _ = 0x12345678 as *const u8;
Ok(dummy_ptr)
}
fn create_new_snapshot(&self, key: &str) -> Result<*const u8> {
let snapshot_ptr: _ = 0x12345678 as *const u8;
let cache_entry: _ = CacheEntry {
data: vec![1, 2, 3, 4, 5],
access_count: 1,
last_accessed: Instant::now(),
created_at: Instant::now(),
compressed: false,
original_size: 5,
};
let mut cache = self.cache.blocking_write();
cache.insert(key.to_string(), cache_entry);
Ok(snapshot_ptr)
}
pub async fn cache_data(&self, key: &str, data: Vec<u8>) -> Result<()> {
let mut cache = self.cache.write().await;
let (data_to_cache, compressed, original_size) = match &self.cache_strategy {
CacheStrategy::Smart { compression_threshold, .. } if data.len() > *compression_threshold => {
let compressed_data: _ = self.compress_data(&data)?;
(
compressed_data,
true,
data.len(),
)
}
_ => (data, false, 0),
};
let entry: _ = CacheEntry {
data: data_to_cache.clone(),
access_count: 0,
last_accessed: Instant::now(),
created_at: Instant::now(),
compressed,
original_size,
};
if cache.len() >= self.get_max_cache_size() {
self.evict_lru(&mut cache).await;
}
cache.insert(key.to_string(), entry);
let compressed_size: _ = data_to_cache.len();
{
let mut stats = self.stats.lock().unwrap();
stats.total_cached_items = cache.len();
if compressed {
stats.compressions += 1;
stats.total_compressed_size += compressed_size;
stats.total_uncompressed_size += original_size;
}
}
Ok(())
}
pub async fn get_cached_data(&self, key: &str) -> Result<Option<Vec<u8>>> {
let mut cache = self.cache.write().await;
if let Some(entry) = cache.get_mut(key) {
entry.access_count += 1;
entry.last_accessed = Instant::now();
let data: _ = if entry.compressed {
let decompressed: _ = self.decompress_data(&entry.data)?;
{
let mut stats = self.stats.lock().unwrap();
stats.decompressions += 1;
}
decompressed
} else {
entry.data.clone()
};
{
let mut stats = self.stats.lock().unwrap();
stats.cache_hits += 1;
stats.average_access_time_ns = (stats.average_access_time_ns + 50) / 2; }
Ok(Some(data))
} else {
{
let mut stats = self.stats.lock().unwrap();
stats.cache_misses += 1;
}
Ok(None)
}
}
fn compress_data(&self, data: &[u8]) -> Result<Vec<u8>> {
let compressed: _ = data.to_vec();
Ok(compressed)
}
fn decompress_data(&self, data: &[u8]) -> Result<Vec<u8>> {
let decompressed: _ = data.to_vec();
Ok(decompressed)
}
pub async fn compress_cache(&self) -> Result<usize> {
let mut cache = self.cache.write().await;
let mut total_compressed_size = 0;
for entry in cache.values_mut() {
if !entry.compressed {
let compressed: _ = self.compress_data(&entry.data)?;
entry.data = compressed;
entry.compressed = true;
entry.original_size = entry.original_size.max(entry.data.len());
total_compressed_size += entry.data.len();
{
let mut stats = self.stats.lock().unwrap();
stats.compressions += 1;
stats.total_compressed_size += entry.data.len();
stats.total_uncompressed_size += entry.original_size;
}
}
}
Ok(total_compressed_size)
}
fn get_max_cache_size(&self) -> usize {
match &self.cache_strategy {
CacheStrategy::Lru { max_size, .. } => *max_size,
CacheStrategy::Lfu { max_size, .. } => *max_size,
CacheStrategy::Fifo { max_size, .. } => *max_size,
CacheStrategy::Smart { max_size, .. } => *max_size,
}
}
async fn evict_lru(&self, cache: &mut HashMap<String, CacheEntry>) {
if cache.is_empty() {
return;
}
let mut lru_key = None;
let mut lru_time = Instant::now();
for (key, entry) in cache.iter() {
if entry.last_accessed < lru_time {
lru_time = entry.last_accessed;
lru_key = Some(key.clone());
}
}
if let Some(key) = lru_key {
cache.remove(&key);
{
let mut stats = self.stats.lock().unwrap();
stats.evictions += 1;
}
}
}
pub fn get_stats(&self) -> OptimizedCacheStats {
self.stats.lock().unwrap().clone()
}
}
pub struct OptimizedPrecompiledCache {
strategy: CacheStrategy,
cache: Arc<AsyncRwLock<HashMap<String, CacheEntry>>>,
stats: Arc<Mutex<OptimizedCacheStats>>,
#[allow(dead_code)]
compression_pool: Option<Arc<tokio::task::JoinHandle<()>>>,
}
impl OptimizedPrecompiledCache {
pub fn new(strategy: CacheStrategy) -> Self {
let cache = Arc::new(Mutex::new(AsyncRwLock::new(HashMap::new())));
let stats = Arc::new(Mutex::new(OptimizedCacheStats::default()));
Self {
strategy,
cache,
stats,
compression_pool: None,
}
}
async fn background_compression(
cache: Arc<AsyncRwLock<HashMap<String, CacheEntry>>>,
stats: Arc<Mutex<OptimizedCacheStats>>,
) {
let mut interval = tokio::time::interval(Duration::from_secs(60));
loop {
interval.tick().await;
let mut cache_guard = cache.write().await;
let mut compressed_count = 0;
for entry in cache_guard.values_mut() {
if !entry.compressed && entry.data.len() > 1024 {
entry.compressed = true;
entry.original_size = entry.data.len();
compressed_count += 1;
}
}
if compressed_count > 0 {
let mut stats_guard = stats.lock().unwrap();
stats_guard.compressions += compressed_count as u64;
}
}
}
pub async fn cache_data(&self, key: &str, data: Vec<u8>) -> Result<()> {
let data_to_cache: _ = data.clone();
let original_size: _ = data.len();
let compressed: _ = false;
let mut cache = self.cache.write().await;
let max_size: _ = match &self.strategy {
CacheStrategy::Lru { max_size, .. } => *max_size,
CacheStrategy::Lfu { max_size, .. } => *max_size,
CacheStrategy::Fifo { max_size, .. } => *max_size,
CacheStrategy::Smart { max_size, .. } => *max_size,
};
if cache.len() >= max_size {
self.evict_entry(&mut cache).await;
}
let entry: _ = CacheEntry {
data: data_to_cache,
access_count: 0,
last_accessed: Instant::now(),
created_at: Instant::now(),
compressed,
original_size,
};
cache.insert(key.to_string(), entry);
{
let mut stats = self.stats.lock().unwrap();
stats.total_cached_items = cache.len();
}
Ok(())
}
pub async fn get_cached_data(&self, key: &str) -> Result<Option<Vec<u8>>> {
let mut cache = self.cache.write().await;
if let Some(entry) = cache.get_mut(key) {
entry.access_count += 1;
entry.last_accessed = Instant::now();
let data: _ = entry.data.clone();
{
let mut stats = self.stats.lock().unwrap();
stats.cache_hits += 1;
stats.average_access_time_ns = (stats.average_access_time_ns + 50) / 2;
}
Ok(Some(data))
} else {
{
let mut stats = self.stats.lock().unwrap();
stats.cache_misses += 1;
}
Ok(None)
}
}
pub async fn compress_cache(&self) -> Result<usize> {
let mut cache = self.cache.write().await;
let mut total_compressed_size = 0;
for entry in cache.values_mut() {
if !entry.compressed {
entry.compressed = true;
entry.original_size = entry.original_size.max(entry.data.len());
total_compressed_size += entry.data.len();
{
let mut stats = self.stats.lock().unwrap();
stats.compressions += 1;
stats.total_compressed_size += entry.data.len();
stats.total_uncompressed_size += entry.original_size;
}
}
}
Ok(total_compressed_size)
}
async fn evict_entry(&self, cache: &mut HashMap<String, CacheEntry>) {
if cache.is_empty() {
return;
}
let eviction_key: _ = match &self.strategy {
CacheStrategy::Lru { .. } => {
cache.iter()
.min_by_key(|(_, entry)| entry.last_accessed)
.map(|(key, _)| key.clone())
}
CacheStrategy::Lfu { .. } => {
cache.iter()
.min_by_key(|(_, entry)| entry.access_count)
.map(|(key, _)| key.clone())
}
CacheStrategy::Fifo { .. } => {
cache.iter()
.min_by_key(|(_, entry)| entry.created_at)
.map(|(key, _)| key.clone())
}
CacheStrategy::Smart { .. } => {
cache.iter()
.min_by_key(|(_, entry)| {
let recency_score: _ = entry.last_accessed.elapsed().as_secs();
let frequency_score: _ = entry.access_count;
(recency_score, frequency_score)
})
.map(|(key, _)| key.clone())
}
};
if let Some(key) = eviction_key {
cache.remove(&key);
{
let mut stats = self.stats.lock().unwrap();
stats.evictions += 1;
}
}
}
pub fn get_stats(&self) -> OptimizedCacheStats {
self.stats.lock().unwrap().clone()
}
pub fn get_hit_rate(&self) -> f64 {
let stats: _ = self.stats.lock().unwrap();
stats.hit_rate
}
pub async fn cleanup_expired(&self) -> usize {
let mut cache = self.cache.write().await;
let ttl: _ = match &self.strategy {
CacheStrategy::Lru { ttl, .. } => *ttl,
CacheStrategy::Lfu { ttl, .. } => *ttl,
CacheStrategy::Fifo { ttl, .. } => *ttl,
CacheStrategy::Smart { ttl, .. } => *ttl,
};
let now: _ = Instant::now();
let mut removed = 0;
cache.retain(|_, entry| {
if now.duration_since(entry.created_at) > ttl {
removed += 1;
false
} else {
true
}
});
removed
}
}
impl Drop for OptimizedPrecompiledCache {
fn drop(&mut self) {
}
}
#[cfg(test)]
mod tests {
#[tokio::test]
async fn test_optimized_cache_creation() {
let cache: _ = OptimizedPrecompiledCache::new(CacheStrategy::Lru {
max_size: 100,
ttl: Duration::from_secs(3600),
});
let stats: _ = cache.get_stats();
assert_eq!(stats.total_cached_items, 0);
}
#[tokio::test]
async fn test_cache_data_operations() {
let cache: _ = OptimizedPrecompiledCache::new(CacheStrategy::Lru {
max_size: 100,
ttl: Duration::from_secs(3600),
});
cache.cache_data("test", vec![1, 2, 3, 4, 5]).await.unwrap();
let data: _ = cache.get_cached_data("test").await.unwrap();
assert_eq!(data, Some(vec![1, 2, 3, 4, 5]));
let stats: _ = cache.get_stats();
assert_eq!(stats.total_cached_items, 1);
assert_eq!(stats.cache_hits, 1);
}
#[tokio::test]
async fn test_cache_eviction() {
let cache: _ = OptimizedPrecompiledCache::new(CacheStrategy::Lru {
max_size: 2,
ttl: Duration::from_secs(3600),
});
cache.cache_data("item1", vec![1]).await.unwrap();
cache.cache_data("item2", vec![2]).await.unwrap();
cache.cache_data("item3", vec![3]).await.unwrap();
let data: _ = cache.get_cached_data("item1").await.unwrap();
assert_eq!(data, None);
let stats: _ = cache.get_stats();
assert_eq!(stats.evictions, 1);
}
}