| 1 | #pragma once |
| 2 | |
| 3 | #include <unordered_map> |
| 4 | #include <list> |
| 5 | #include <memory> |
| 6 | #include <chrono> |
| 7 | #include <mutex> |
| 8 | #include <atomic> |
| 9 | |
| 10 | #include <common/logger_useful.h> |
| 11 | |
| 12 | |
| 13 | namespace DB |
| 14 | { |
| 15 | |
| 16 | template <typename T> |
| 17 | struct TrivialWeightFunction |
| 18 | { |
| 19 | size_t operator()(const T &) const |
| 20 | { |
| 21 | return 1; |
| 22 | } |
| 23 | }; |
| 24 | |
| 25 | |
| 26 | /// Thread-safe cache that evicts entries which are not used for a long time. |
| 27 | /// WeightFunction is a functor that takes Mapped as a parameter and returns "weight" (approximate size) |
| 28 | /// of that value. |
| 29 | /// Cache starts to evict entries when their total weight exceeds max_size. |
| 30 | /// Value weight should not change after insertion. |
| 31 | template <typename TKey, typename TMapped, typename HashFunction = std::hash<TKey>, typename WeightFunction = TrivialWeightFunction<TMapped>> |
| 32 | class LRUCache |
| 33 | { |
| 34 | public: |
| 35 | using Key = TKey; |
| 36 | using Mapped = TMapped; |
| 37 | using MappedPtr = std::shared_ptr<Mapped>; |
| 38 | |
| 39 | private: |
| 40 | using Clock = std::chrono::steady_clock; |
| 41 | |
| 42 | public: |
| 43 | LRUCache(size_t max_size_) |
| 44 | : max_size(std::max(static_cast<size_t>(1), max_size_)) {} |
| 45 | |
| 46 | MappedPtr get(const Key & key) |
| 47 | { |
| 48 | std::lock_guard lock(mutex); |
| 49 | |
| 50 | auto res = getImpl(key, lock); |
| 51 | if (res) |
| 52 | ++hits; |
| 53 | else |
| 54 | ++misses; |
| 55 | |
| 56 | return res; |
| 57 | } |
| 58 | |
| 59 | void set(const Key & key, const MappedPtr & mapped) |
| 60 | { |
| 61 | std::lock_guard lock(mutex); |
| 62 | |
| 63 | setImpl(key, mapped, lock); |
| 64 | } |
| 65 | |
| 66 | /// If the value for the key is in the cache, returns it. If it is not, calls load_func() to |
| 67 | /// produce it, saves the result in the cache and returns it. |
| 68 | /// Only one of several concurrent threads calling getOrSet() will call load_func(), |
| 69 | /// others will wait for that call to complete and will use its result (this helps prevent cache stampede). |
| 70 | /// Exceptions occuring in load_func will be propagated to the caller. Another thread from the |
| 71 | /// set of concurrent threads will then try to call its load_func etc. |
| 72 | /// |
| 73 | /// Returns std::pair of the cached value and a bool indicating whether the value was produced during this call. |
| 74 | template <typename LoadFunc> |
| 75 | std::pair<MappedPtr, bool> getOrSet(const Key & key, LoadFunc && load_func) |
| 76 | { |
| 77 | InsertTokenHolder token_holder; |
| 78 | { |
| 79 | std::lock_guard cache_lock(mutex); |
| 80 | |
| 81 | auto val = getImpl(key, cache_lock); |
| 82 | if (val) |
| 83 | { |
| 84 | ++hits; |
| 85 | return std::make_pair(val, false); |
| 86 | } |
| 87 | |
| 88 | auto & token = insert_tokens[key]; |
| 89 | if (!token) |
| 90 | token = std::make_shared<InsertToken>(*this); |
| 91 | |
| 92 | token_holder.acquire(&key, token, cache_lock); |
| 93 | } |
| 94 | |
| 95 | InsertToken * token = token_holder.token.get(); |
| 96 | |
| 97 | std::lock_guard token_lock(token->mutex); |
| 98 | |
| 99 | token_holder.cleaned_up = token->cleaned_up; |
| 100 | |
| 101 | if (token->value) |
| 102 | { |
| 103 | /// Another thread already produced the value while we waited for token->mutex. |
| 104 | ++hits; |
| 105 | return std::make_pair(token->value, false); |
| 106 | } |
| 107 | |
| 108 | ++misses; |
| 109 | token->value = load_func(); |
| 110 | |
| 111 | std::lock_guard cache_lock(mutex); |
| 112 | |
| 113 | /// Insert the new value only if the token is still in present in insert_tokens. |
| 114 | /// (The token may be absent because of a concurrent reset() call). |
| 115 | bool result = false; |
| 116 | auto token_it = insert_tokens.find(key); |
| 117 | if (token_it != insert_tokens.end() && token_it->second.get() == token) |
| 118 | { |
| 119 | setImpl(key, token->value, cache_lock); |
| 120 | result = true; |
| 121 | } |
| 122 | |
| 123 | if (!token->cleaned_up) |
| 124 | token_holder.cleanup(token_lock, cache_lock); |
| 125 | |
| 126 | return std::make_pair(token->value, result); |
| 127 | } |
| 128 | |
| 129 | void getStats(size_t & out_hits, size_t & out_misses) const |
| 130 | { |
| 131 | std::lock_guard lock(mutex); |
| 132 | out_hits = hits; |
| 133 | out_misses = misses; |
| 134 | } |
| 135 | |
| 136 | size_t weight() const |
| 137 | { |
| 138 | std::lock_guard lock(mutex); |
| 139 | return current_size; |
| 140 | } |
| 141 | |
| 142 | size_t count() const |
| 143 | { |
| 144 | std::lock_guard lock(mutex); |
| 145 | return cells.size(); |
| 146 | } |
| 147 | |
| 148 | void reset() |
| 149 | { |
| 150 | std::lock_guard lock(mutex); |
| 151 | queue.clear(); |
| 152 | cells.clear(); |
| 153 | insert_tokens.clear(); |
| 154 | current_size = 0; |
| 155 | hits = 0; |
| 156 | misses = 0; |
| 157 | } |
| 158 | |
| 159 | virtual ~LRUCache() {} |
| 160 | |
| 161 | protected: |
| 162 | using LRUQueue = std::list<Key>; |
| 163 | using LRUQueueIterator = typename LRUQueue::iterator; |
| 164 | |
| 165 | struct Cell |
| 166 | { |
| 167 | MappedPtr value; |
| 168 | size_t size; |
| 169 | LRUQueueIterator queue_iterator; |
| 170 | }; |
| 171 | |
| 172 | using Cells = std::unordered_map<Key, Cell, HashFunction>; |
| 173 | |
| 174 | Cells cells; |
| 175 | |
| 176 | mutable std::mutex mutex; |
| 177 | private: |
| 178 | |
| 179 | /// Represents pending insertion attempt. |
| 180 | struct InsertToken |
| 181 | { |
| 182 | explicit InsertToken(LRUCache & cache_) : cache(cache_) {} |
| 183 | |
| 184 | std::mutex mutex; |
| 185 | bool cleaned_up = false; /// Protected by the token mutex |
| 186 | MappedPtr value; /// Protected by the token mutex |
| 187 | |
| 188 | LRUCache & cache; |
| 189 | size_t refcount = 0; /// Protected by the cache mutex |
| 190 | }; |
| 191 | |
| 192 | using InsertTokenById = std::unordered_map<Key, std::shared_ptr<InsertToken>, HashFunction>; |
| 193 | |
| 194 | /// This class is responsible for removing used insert tokens from the insert_tokens map. |
| 195 | /// Among several concurrent threads the first successful one is responsible for removal. But if they all |
| 196 | /// fail, then the last one is responsible. |
| 197 | struct InsertTokenHolder |
| 198 | { |
| 199 | const Key * key = nullptr; |
| 200 | std::shared_ptr<InsertToken> token; |
| 201 | bool cleaned_up = false; |
| 202 | |
| 203 | InsertTokenHolder() = default; |
| 204 | |
| 205 | void acquire(const Key * key_, const std::shared_ptr<InsertToken> & token_, [[maybe_unused]] std::lock_guard<std::mutex> & cache_lock) |
| 206 | { |
| 207 | key = key_; |
| 208 | token = token_; |
| 209 | ++token->refcount; |
| 210 | } |
| 211 | |
| 212 | void cleanup([[maybe_unused]] std::lock_guard<std::mutex> & token_lock, [[maybe_unused]] std::lock_guard<std::mutex> & cache_lock) |
| 213 | { |
| 214 | token->cache.insert_tokens.erase(*key); |
| 215 | token->cleaned_up = true; |
| 216 | cleaned_up = true; |
| 217 | } |
| 218 | |
| 219 | ~InsertTokenHolder() |
| 220 | { |
| 221 | if (!token) |
| 222 | return; |
| 223 | |
| 224 | if (cleaned_up) |
| 225 | return; |
| 226 | |
| 227 | std::lock_guard token_lock(token->mutex); |
| 228 | |
| 229 | if (token->cleaned_up) |
| 230 | return; |
| 231 | |
| 232 | std::lock_guard cache_lock(token->cache.mutex); |
| 233 | |
| 234 | --token->refcount; |
| 235 | if (token->refcount == 0) |
| 236 | cleanup(token_lock, cache_lock); |
| 237 | } |
| 238 | }; |
| 239 | |
| 240 | friend struct InsertTokenHolder; |
| 241 | |
| 242 | |
| 243 | InsertTokenById insert_tokens; |
| 244 | |
| 245 | LRUQueue queue; |
| 246 | |
| 247 | /// Total weight of values. |
| 248 | size_t current_size = 0; |
| 249 | const size_t max_size; |
| 250 | |
| 251 | std::atomic<size_t> hits {0}; |
| 252 | std::atomic<size_t> misses {0}; |
| 253 | |
| 254 | WeightFunction weight_function; |
| 255 | |
| 256 | MappedPtr getImpl(const Key & key, [[maybe_unused]] std::lock_guard<std::mutex> & cache_lock) |
| 257 | { |
| 258 | auto it = cells.find(key); |
| 259 | if (it == cells.end()) |
| 260 | { |
| 261 | return MappedPtr(); |
| 262 | } |
| 263 | |
| 264 | Cell & cell = it->second; |
| 265 | |
| 266 | /// Move the key to the end of the queue. The iterator remains valid. |
| 267 | queue.splice(queue.end(), queue, cell.queue_iterator); |
| 268 | |
| 269 | return cell.value; |
| 270 | } |
| 271 | |
| 272 | void setImpl(const Key & key, const MappedPtr & mapped, [[maybe_unused]] std::lock_guard<std::mutex> & cache_lock) |
| 273 | { |
| 274 | auto res = cells.emplace(std::piecewise_construct, |
| 275 | std::forward_as_tuple(key), |
| 276 | std::forward_as_tuple()); |
| 277 | |
| 278 | Cell & cell = res.first->second; |
| 279 | bool inserted = res.second; |
| 280 | |
| 281 | if (inserted) |
| 282 | { |
| 283 | cell.queue_iterator = queue.insert(queue.end(), key); |
| 284 | } |
| 285 | else |
| 286 | { |
| 287 | current_size -= cell.size; |
| 288 | queue.splice(queue.end(), queue, cell.queue_iterator); |
| 289 | } |
| 290 | |
| 291 | cell.value = mapped; |
| 292 | cell.size = cell.value ? weight_function(*cell.value) : 0; |
| 293 | current_size += cell.size; |
| 294 | |
| 295 | removeOverflow(); |
| 296 | } |
| 297 | |
| 298 | void removeOverflow() |
| 299 | { |
| 300 | size_t current_weight_lost = 0; |
| 301 | size_t queue_size = cells.size(); |
| 302 | while ((current_size > max_size) && (queue_size > 1)) |
| 303 | { |
| 304 | const Key & key = queue.front(); |
| 305 | |
| 306 | auto it = cells.find(key); |
| 307 | if (it == cells.end()) |
| 308 | { |
| 309 | LOG_ERROR(&Logger::get("LRUCache" ), "LRUCache became inconsistent. There must be a bug in it." ); |
| 310 | abort(); |
| 311 | } |
| 312 | |
| 313 | const auto & cell = it->second; |
| 314 | |
| 315 | current_size -= cell.size; |
| 316 | current_weight_lost += cell.size; |
| 317 | |
| 318 | cells.erase(it); |
| 319 | queue.pop_front(); |
| 320 | --queue_size; |
| 321 | } |
| 322 | |
| 323 | onRemoveOverflowWeightLoss(current_weight_lost); |
| 324 | |
| 325 | if (current_size > (1ull << 63)) |
| 326 | { |
| 327 | LOG_ERROR(&Logger::get("LRUCache" ), "LRUCache became inconsistent. There must be a bug in it." ); |
| 328 | abort(); |
| 329 | } |
| 330 | } |
| 331 | |
| 332 | /// Override this method if you want to track how much weight was lost in removeOverflow method. |
| 333 | virtual void onRemoveOverflowWeightLoss(size_t /*weight_loss*/) {} |
| 334 | }; |
| 335 | |
| 336 | |
| 337 | } |
| 338 | |