/* * Copyright 2014-present Facebook, Inc. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #pragma once #include #include #include #include #include #include #include #include namespace folly { /** * A general purpose LRU evicting cache. Designed to support constant time * set/get operations. It maintains a doubly linked list of items that are * threaded through an index (a hash map). The access ordered is maintained * on the list by moving an element to the front of list on a get. New elements * are added to the front of the list. The index size is set to half the * capacity (setting capacity to 0 is a special case. see notes at the end of * this section). So assuming uniform distribution of keys, set/get are both * constant time operations. * * On reaching capacity limit, clearSize_ LRU items are evicted at a time. If * a callback is specified with setPruneHook, it is invoked for each eviction. * * This is NOT a thread-safe implementation. * * Configurability: capacity of the cache, number of items to evict, eviction * callback and the hasher to hash the keys can all be supplied by the caller. * * If at a given state, N1 - N6 are the nodes in MRU to LRU order and hashing * to index keys as {(N1,N5)->H1, (N4,N5,N5)->H2, N3->Hi}, the datastructure * layout is as below. N1 .. N6 is a list threaded through the hash. * Assuming, each the number of nodes hashed to each index key is bounded, the * following operations run in constant time. * i) get computes the index key, walks the list of elements hashed to * the key and moves it to the front of the list, if found. * ii) set inserts a new node into the list and places the same node on to the * list of elements hashing to the corresponding index key. * ii) prune deletes nodes from the end of the list as well from the index. * * +----+ +----+ +----+ * | H1 | <-> | N1 | <-> | N5 | * +----+ +----+ +----+ * ^ ^ ^ * | ___/ \ * | / \ * |_ /________ \___ * / | \ * / | \ * v v v * +----+ +----+ +----+ +----+ * | H2 | <-> | N4 | <-> | N2 | <-> | N6 | * +----+ +----+ +----+ +----+ * . ^ ^ * . | | * . | | * . | _____| * . | / * v v * +----+ +----+ * | Hi | <-> | N3 | * +----+ +----+ * * N.B 1 : Changing the capacity with setMaxSize does not change the index size * and it could end up in too many elements indexed to the same slot in index. * The set/get performance will get worse in this case. So it is best to avoid * resizing. * * N.B 2 : Setting capacity to 0, using setMaxSize or initialization, turns off * evictions based on sizeof the cache making it an INFINITE size cache * unless evictions of LRU items are triggered by calling prune() by clients * (using their own eviction criteria). */ template < class TKey, class TValue, class THash = std::hash, class TKeyEqual = std::equal_to> class EvictingCacheMap { private: // typedefs for brevity struct Node; struct KeyHasher; struct KeyValueEqual; typedef boost::intrusive::link_mode link_mode; typedef boost::intrusive::unordered_set< Node, boost::intrusive::hash, boost::intrusive::equal> NodeMap; typedef boost::intrusive::list NodeList; typedef std::pair TPair; public: typedef std::function PruneHookCall; // iterator base : returns TPair on dereference template class iterator_base : public boost::iterator_adaptor< iterator_base, TIterator, Value, boost::bidirectional_traversal_tag> { public: iterator_base() {} explicit iterator_base(TIterator it) : iterator_base::iterator_adaptor_(it) {} Value& dereference() const { return this->base_reference()->pr; } }; // iterators typedef iterator_base iterator; typedef iterator_base const_iterator; typedef iterator_base reverse_iterator; typedef iterator_base const_reverse_iterator; // the default map typedefs using key_type = TKey; using mapped_type = TValue; using hasher = THash; /** * Construct a EvictingCacheMap * @param maxSize maximum size of the cache map. Once the map size exceeds * maxSize, the map will begin to evict. * @param clearSize the number of elements to clear at a time when the * eviction size is reached. */ explicit EvictingCacheMap( std::size_t maxSize, std::size_t clearSize = 1, const THash& keyHash = THash(), const TKeyEqual& keyEqual = TKeyEqual()) : nIndexBuckets_(std::max(maxSize / 2, std::size_t(kMinNumIndexBuckets))), indexBuckets_(new typename NodeMap::bucket_type[nIndexBuckets_]), indexTraits_(indexBuckets_.get(), nIndexBuckets_), keyHash_(keyHash), keyEqual_(keyEqual), index_(indexTraits_, keyHash_, keyEqual_), maxSize_(maxSize), clearSize_(clearSize) {} EvictingCacheMap(const EvictingCacheMap&) = delete; EvictingCacheMap& operator=(const EvictingCacheMap&) = delete; EvictingCacheMap(EvictingCacheMap&&) = default; EvictingCacheMap& operator=(EvictingCacheMap&&) = default; ~EvictingCacheMap() { setPruneHook(nullptr); // ignore any potential exceptions from pruneHook_ pruneWithFailSafeOption(size(), nullptr, true); } /** * Adjust the max size of EvictingCacheMap. Note that this does not update * nIndexBuckets_ accordingly. This API can cause performance to get very * bad, e.g., the nIndexBuckets_ is still 100 after maxSize is updated to 1M. * * Calling this function with an arugment of 0 removes the limit on the cache * size and elements are not evicted unless clients explictly call prune. * * If you intend to resize dynamically using this, then picking an index size * that works well and initializing with corresponding maxSize is the only * reasonable option. * * @param maxSize new maximum size of the cache map. * @param pruneHook callback to use on eviction. */ void setMaxSize(size_t maxSize, PruneHookCall pruneHook = nullptr) { if (maxSize != 0 && maxSize < size()) { // Prune the excess elements with our new constraints. prune(std::max(size() - maxSize, clearSize_), pruneHook); } maxSize_ = maxSize; } size_t getMaxSize() const { return maxSize_; } void setClearSize(size_t clearSize) { clearSize_ = clearSize; } /** * Check for existence of a specific key in the map. This operation has * no effect on LRU order. * @param key key to search for * @return true if exists, false otherwise */ bool exists(const TKey& key) const { return findInIndex(key) != index_.end(); } /** * Get the value associated with a specific key. This function always * promotes a found value to the head of the LRU. * @param key key associated with the value * @return the value if it exists * @throw std::out_of_range exception of the key does not exist */ TValue& get(const TKey& key) { auto it = find(key); if (it == end()) { throw_exception("Key does not exist"); } return it->second; } /** * Get the iterator associated with a specific key. This function always * promotes a found value to the head of the LRU. * @param key key to associate with value * @return the iterator of the object (a std::pair of const TKey, TValue) or * end() if it does not exist */ iterator find(const TKey& key) { auto it = findInIndex(key); if (it == index_.end()) { return end(); } lru_.erase(lru_.iterator_to(*it)); lru_.push_front(*it); return iterator(lru_.iterator_to(*it)); } /** * Get the value associated with a specific key. This function never * promotes a found value to the head of the LRU. * @param key key associated with the value * @return the value if it exists * @throw std::out_of_range exception of the key does not exist */ const TValue& getWithoutPromotion(const TKey& key) const { auto it = findWithoutPromotion(key); if (it == end()) { throw_exception("Key does not exist"); } return it->second; } TValue& getWithoutPromotion(const TKey& key) { auto const& cThis = *this; return const_cast(cThis.getWithoutPromotion(key)); } /** * Get the iterator associated with a specific key. This function never * promotes a found value to the head of the LRU. * @param key key to associate with value * @return the iterator of the object (a std::pair of const TKey, TValue) or * end() if it does not exist */ const_iterator findWithoutPromotion(const TKey& key) const { auto it = findInIndex(key); return (it == index_.end()) ? end() : const_iterator(lru_.iterator_to(*it)); } iterator findWithoutPromotion(const TKey& key) { auto it = findInIndex(key); return (it == index_.end()) ? end() : iterator(lru_.iterator_to(*it)); } /** * Erase the key-value pair associated with key if it exists. * @param key key associated with the value * @return true if the key existed and was erased, else false */ bool erase(const TKey& key) { auto it = findInIndex(key); if (it == index_.end()) { return false; } auto node = &(*it); std::unique_ptr nptr(node); lru_.erase(lru_.iterator_to(*node)); index_.erase(it); return true; } /** * Set a key-value pair in the dictionary * @param key key to associate with value * @param value value to associate with the key * @param promote boolean flag indicating whether or not to move something * to the front of an LRU. This only really matters if you're setting * a value that already exists. * @param pruneHook callback to use on eviction (if it occurs). */ void set( const TKey& key, TValue value, bool promote = true, PruneHookCall pruneHook = nullptr) { auto it = findInIndex(key); if (it != index_.end()) { it->pr.second = std::move(value); if (promote) { lru_.erase(lru_.iterator_to(*it)); lru_.push_front(*it); } } else { auto node = new Node(key, std::move(value)); index_.insert(*node); lru_.push_front(*node); // no evictions if maxSize_ is 0 i.e. unlimited capacity if (maxSize_ > 0 && size() > maxSize_) { prune(clearSize_, pruneHook); } } } /** * Get the number of elements in the dictionary * @return the size of the dictionary */ std::size_t size() const { return index_.size(); } /** * Typical empty function * @return true if empty, false otherwise */ bool empty() const { return index_.empty(); } void clear(PruneHookCall pruneHook = nullptr) { prune(size(), pruneHook); } /** * Set the prune hook, which is the function invoked on the key and value * on each eviction. Will throw If the pruneHook throws, unless the * EvictingCacheMap object is being destroyed in which case it will * be ignored. * @param pruneHook new callback to use on eviction. * @param promote boolean flag indicating whether or not to move something * to the front of an LRU. * @return the iterator of the object (a std::pair of const TKey, TValue) or * end() if it does not exist */ void setPruneHook(PruneHookCall pruneHook) { pruneHook_ = pruneHook; } /** * Prune the minimum of pruneSize and size() from the back of the LRU. * Will throw if pruneHook throws. * @param pruneSize minimum number of elements to prune * @param pruneHook a custom pruneHook function */ void prune(std::size_t pruneSize, PruneHookCall pruneHook = nullptr) { // do not swallow exceptions for prunes not triggered from destructor pruneWithFailSafeOption(pruneSize, pruneHook, false); } // Iterators and such iterator begin() { return iterator(lru_.begin()); } iterator end() { return iterator(lru_.end()); } const_iterator begin() const { return const_iterator(lru_.begin()); } const_iterator end() const { return const_iterator(lru_.end()); } const_iterator cbegin() const { return const_iterator(lru_.cbegin()); } const_iterator cend() const { return const_iterator(lru_.cend()); } reverse_iterator rbegin() { return reverse_iterator(lru_.rbegin()); } reverse_iterator rend() { return reverse_iterator(lru_.rend()); } const_reverse_iterator rbegin() const { return const_reverse_iterator(lru_.rbegin()); } const_reverse_iterator rend() const { return const_reverse_iterator(lru_.rend()); } const_reverse_iterator crbegin() const { return const_reverse_iterator(lru_.crbegin()); } const_reverse_iterator crend() const { return const_reverse_iterator(lru_.crend()); } private: struct Node : public boost::intrusive::unordered_set_base_hook, public boost::intrusive::list_base_hook { Node(const TKey& key, TValue&& value) : pr(std::make_pair(key, std::move(value))) {} TPair pr; }; struct KeyHasher { KeyHasher(const THash& keyHash) : hash(keyHash) {} std::size_t operator()(const Node& node) const { return hash(node.pr.first); } std::size_t operator()(const TKey& key) const { return hash(key); } THash hash; }; struct KeyValueEqual { KeyValueEqual(const TKeyEqual& keyEqual) : equal(keyEqual) {} bool operator()(const TKey& lhs, const Node& rhs) const { return equal(lhs, rhs.pr.first); } bool operator()(const Node& lhs, const TKey& rhs) const { return equal(lhs.pr.first, rhs); } bool operator()(const Node& lhs, const Node& rhs) const { return equal(lhs.pr.first, rhs.pr.first); } TKeyEqual equal; }; /** * Get the iterator in in the index associated with a specific key. This is * merely a search in the index and does not promote the object. * @param key key to associate with value * @return the NodeMap::iterator to the Node containing the object * (a std::pair of const TKey, TValue) or index_.end() if it does not exist */ typename NodeMap::iterator findInIndex(const TKey& key) { return index_.find(key, KeyHasher(keyHash_), KeyValueEqual(keyEqual_)); } typename NodeMap::const_iterator findInIndex(const TKey& key) const { return index_.find(key, KeyHasher(keyHash_), KeyValueEqual(keyEqual_)); } /** * Prune the minimum of pruneSize and size() from the back of the LRU. * @param pruneSize minimum number of elements to prune * @param pruneHook a custom pruneHook function * @param failSafe true if exceptions are to ignored, false by default */ void pruneWithFailSafeOption( std::size_t pruneSize, PruneHookCall pruneHook, bool failSafe) { auto& ph = (nullptr == pruneHook) ? pruneHook_ : pruneHook; for (std::size_t i = 0; i < pruneSize && !lru_.empty(); i++) { auto* node = &(*lru_.rbegin()); std::unique_ptr nptr(node); lru_.erase(lru_.iterator_to(*node)); index_.erase(index_.iterator_to(*node)); if (ph) { try { ph(node->pr.first, std::move(node->pr.second)); } catch (...) { if (!failSafe) { throw; } } } } } static const std::size_t kMinNumIndexBuckets = 100; PruneHookCall pruneHook_; std::size_t nIndexBuckets_; std::unique_ptr indexBuckets_; typename NodeMap::bucket_traits indexTraits_; THash keyHash_; TKeyEqual keyEqual_; NodeMap index_; NodeList lru_; std::size_t maxSize_; std::size_t clearSize_; }; } // namespace folly