dashboard/src/util/lru.hpp

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2021-09-16 23:03:12 +00:00
///////////////////////////////////////////////////////////////////////////////
// Tyler Perkins
// 8-23-21
// LRU cache implementation
//
#ifndef _LRUCACHE_HPP_
#define _LRUCACHE_HPP_
#include <unordered_map>
#include <list>
#include <cstddef>
#include <iostream>
namespace clortox {
constexpr size_t __default_max_cache_size = 50;
template<class Key, class T>
struct value_iterator {
typename std::list<Key>::iterator it;
T value;
};
template<class Key, class T, class Hash = std::hash<Key>>
class LRUCache{
public:
LRUCache();
LRUCache(size_t);
~LRUCache();
LRUCache(const LRUCache&);
LRUCache& operator=(const LRUCache&);
void swap(LRUCache&);
//utility
void clear ();
inline bool empty () const;
inline bool full () const;
inline size_t getMaxCacheSize() const;
//accessors functions
T& get (const Key&);
inline T& operator[](const Key&);
inline T& operator[](Key&);
void put (const Key&, const T&);
bool erase (const Key&);
void pop_back ();
#ifdef _LRU_DEBUG_
bool wasHit = false;
#endif
private:
//list
std::list<Key> _list;
//hashmap
std::unordered_map<Key, value_iterator<Key, T>, Hash> _hash_map;
size_t _max_cache_size;
};
}
///////////////////////////////////////////////////////////////////////////////
// Implementation /////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////
// Default Ctor
template<class Key, class T, class Hash>
clortox::LRUCache<Key, T, Hash>::LRUCache()
: LRUCache(__default_max_cache_size) {};
template<class Key, class T, class Hash>
clortox::LRUCache<Key, T, Hash>::LRUCache(
size_t max_size) : _max_cache_size(max_size){
_hash_map.reserve(max_size);
}
///////////////////////////////////////
// Dector
template<class Key, class T, class Hash>
clortox::LRUCache<Key, T, Hash>::~LRUCache(){
while(!empty()){
pop_back();
}
}
///////////////////////////////////////
// Copy ctor
template<class Key, class T, class Hash>
clortox::LRUCache<Key, T, Hash>::LRUCache(const LRUCache& rhs){
_max_cache_size = rhs._max_cache_size;
_hash_map = rhs._hash_map;
_list = rhs._list;
}
///////////////////////////////////////
// Assignment operator
template<class Key, class T, class Hash>
clortox::LRUCache<Key, T, Hash>& clortox::LRUCache<
Key, T, Hash>::operator=(const LRUCache& rhs){
if(this != &rhs){
_max_cache_size = rhs._max_cache_size;
_hash_map = rhs._hash_map;
_list = rhs._list;
}
return *this;
}
///////////////////////////////////////
// Swap function
template<class Key, class T, class Hash>
void clortox::LRUCache<Key, T, Hash>::swap(LRUCache& rhs){
decltype(_hash_map) tmphashmap = rhs._hash_map;
rhs._hash_map = _hash_map;
_hash_map = tmphashmap;
decltype(_list) tmplist = rhs._list;
rhs._list = _list;
_list = tmplist;
decltype(_max_cache_size) tmpmax = rhs._max_cache_size;
rhs._max_cache_size = _max_cache_size;
_max_cache_size = tmpmax;
}
///////////////////////////////////////
// Clears out all elements from cache
// This should only be called if all
// elements in the cache are not likely
// to be used again
template<class Key, class T, class Hash>
void clortox::LRUCache<Key, T, Hash>::clear(){
for(auto it = _hash_map.begin(); it != _hash_map.end();){
_list.erase(it->second.it);
it = _hash_map.erase(it);
}
}
///////////////////////////////////////
// Returns true if the cache is empty
template<class Key, class T, class Hash>
bool clortox::LRUCache<Key, T, Hash>::empty() const{
return _list.empty();
}
///////////////////////////////////////
// Check if cache is full
template<class Key, class T, class Hash>
bool clortox::LRUCache<Key, T, Hash>::full() const{
return _list.size() == _max_cache_size;
}
///////////////////////////////////////
// Returns the max cache size
template<class Key, class T, class Hash>
size_t clortox::LRUCache<Key, T, Hash>::getMaxCacheSize() const{
return _max_cache_size;
}
///////////////////////////////////////////////////////////////////////////////
// Accessor functions /////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////
// get element from cache. If it does
// not exist, create it
template<class Key, class T, class Hash>
T& clortox::LRUCache<Key, T, Hash>::get(const Key& key){
if(_hash_map.find(key) != _hash_map.end()){ //cache hit
#ifdef _LRU_DEBUG_
wasHit = true;
#endif
//update list
_list.erase(_hash_map[key].it);
_list.push_front(key);
_hash_map[key].it = _list.begin();
return _hash_map[key].value;
} else { //cache miss
#ifdef _LRU_DEBUG_
wasHit = false;
#endif
//if cache is full, remove oldest element
if(_list.size() == _max_cache_size){
_hash_map.erase(_list.back());
_list.pop_back();
}
//add new element
_list.push_front(key);
_hash_map[key] = { .it = _list.begin(), .value = T(key) };
return _hash_map[key].value;
}
}
///////////////////////////////////////
// Index operator returns value with
// assoc key. If it does not exist, we
// create it
template<class Key, class T, class Hash>
T& clortox::LRUCache<Key, T, Hash>::operator[](const Key& key){
return get(key);
}
template<class Key, class T, class Hash>
T& clortox::LRUCache<Key, T, Hash>::operator[](Key& key){
return get(key);
}
///////////////////////////////////////
// Puts the key value pair into the
// cache
template<class Key, class T, class Hash>
void clortox::LRUCache<Key, T, Hash>::put(const Key& key, const T& value){
if(_hash_map.find(key) != _hash_map.end()){ //cache hit
#ifdef _LRU_DEBUG_
wasHit = true;
#endif
//update list
_list.erase(_hash_map[key].it);
_list.push_front(key);
_hash_map[key].it = _list.begin();
_hash_map[key].value = value;
} else { //cache hit, insert new element
#ifdef _LRU_DEBUG_
wasHit = false;
#endif
//if cache is full, remove oldest element
if(_list.size() == _max_cache_size){
_hash_map.erase(_list.back());
_list.pop_back();
}
//add new element
_list.push_front(key);
_hash_map[key] = { .it = _list.begin(), .value = value };
}
}
///////////////////////////////////////
// Remove element from cache. Only do
// this if positive it will not be
// referenced again
template<class Key, class T, class Hash>
bool clortox::LRUCache<Key, T, Hash>::erase(const Key& key){
if(_hash_map.find(key) != _hash_map.end()){ //cache hit
//remove element
_list.erase(_hash_map[key].it);
_hash_map.erase(key);
return true;
} //not in cache, return false
return false;
}
///////////////////////////////////////
// Remove oldest element
template<class Key, class T, class Hash>
void clortox::LRUCache<Key, T, Hash>::pop_back(){
if(!_list.empty()){
_hash_map.erase(_list.back());
_list.pop_back();
}
}
#endif //!_LRUCACHE_HPP_