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Diffstat (limited to 'headers/skiplist.cuh')
| -rw-r--r-- | headers/skiplist.cuh | 359 |
1 files changed, 359 insertions, 0 deletions
diff --git a/headers/skiplist.cuh b/headers/skiplist.cuh new file mode 100644 index 0000000..fb19f7e --- /dev/null +++ b/headers/skiplist.cuh @@ -0,0 +1,359 @@ +// +// Created by user on 05/11/2021. +// + +#ifndef CLEVELDB_SKIPLIST_CUH +#define CLEVELDB_SKIPLIST_CUH + +#include <atomic> +#include <cassert> +#include <cstdlib> + +#include "arena.h" +#include "../utils/random.h" + +namespace cleveldb { + + class Arena; + + template <typename Key, class Comparator> + class SkipList { + private: + struct Node; + + public: + // Create a new SkipList object that will use "cmp" for comparing keys, + // and will allocate memory using "*arena". Objects allocated in the arena + // must remain allocated for the lifetime of the skiplist object. + explicit SkipList(Comparator cmp, Arena* arena); + + SkipList(const SkipList&) = delete; + SkipList& operator=(const SkipList&) = delete; + + // Insert key into the list. + // REQUIRES: nothing that compares equal to key is currently in the list. + void Insert(const Key& key); + + // Returns true iff an entry that compares equal to key is in the list. + bool Contains(const Key& key) const; + + // Iteration over the contents of a skip list + class Iterator { + public: + // Initialize an iterator over the specified list. + // The returned iterator is not valid. + explicit Iterator(const SkipList* list); + + // Returns true iff the iterator is positioned at a valid node. + bool Valid() const; + + // Returns the key at the current position. + // REQUIRES: Valid() + const Key& key() const; + + // Advances to the next position. + // REQUIRES: Valid() + void Next(); + + // Advances to the previous position. + // REQUIRES: Valid() + void Prev(); + + // Advance to the first entry with a key >= target + void Seek(const Key& target); + + // Position at the first entry in list. + // Final state of iterator is Valid() iff list is not empty. + void SeekToFirst(); + + // Position at the last entry in list. + // Final state of iterator is Valid() iff list is not empty. + void SeekToLast(); + + private: + const SkipList* list_; + Node* node_; + // Intentionally copyable + }; + + private: + enum { kMaxHeight = 12 }; + + inline int GetMaxHeight() const { + return max_height_.load(std::memory_order_relaxed); + } + + Node* NewNode(const Key& key, int height); + int RandomHeight(); + bool Equal(const Key& a, const Key& b) const { return (compare_(a, b) == 0); } + + // Return true if key is greater than the data stored in "n" + bool KeyIsAfterNode(const Key& key, Node* n) const; + + // Return the earliest node that comes at or after key. + // Return nullptr if there is no such node. + // + // If prev is non-null, fills prev[level] with pointer to previous + // node at "level" for every level in [0..max_height_-1]. + Node* FindGreaterOrEqual(const Key& key, Node** prev) const; + + // Return the latest node with a key < key. + // Return head_ if there is no such node. + Node* FindLessThan(const Key& key) const; + + // Return the last node in the list. + // Return head_ if list is empty. + Node* FindLast() const; + + // Immutable after construction + Comparator const compare_; + Arena* const arena_; // Arena used for allocations of nodes + + Node* const head_; + + // Modified only by Insert(). Read racily by readers, but stale + // values are ok. + std::atomic<int> max_height_; // Height of the entire list + + // Read/written only by Insert(). + Random rnd_; + }; + +// Implementation details follow + template <typename Key, class Comparator> + struct SkipList<Key, Comparator>::Node { + explicit Node(const Key& k) : key(k) {} + + Key const key; + + // Accessors/mutators for links. Wrapped in methods so we can + // add the appropriate barriers as necessary. + Node* Next(int n) { + assert(n >= 0); + // Use an 'acquire load' so that we observe a fully initialized + // version of the returned Node. + return next_[n].load(std::memory_order_acquire); + } + void SetNext(int n, Node* x) { + assert(n >= 0); + // Use a 'release store' so that anybody who reads through this + // pointer observes a fully initialized version of the inserted node. + next_[n].store(x, std::memory_order_release); + } + + // No-barrier variants that can be safely used in a few locations. + Node* NoBarrier_Next(int n) { + assert(n >= 0); + return next_[n].load(std::memory_order_relaxed); + } + void NoBarrier_SetNext(int n, Node* x) { + assert(n >= 0); + next_[n].store(x, std::memory_order_relaxed); + } + + private: + // Array of length equal to the node height. next_[0] is lowest level link. + std::atomic<Node*> next_[1]; + }; + + template <typename Key, class Comparator> + typename SkipList<Key, Comparator>::Node* SkipList<Key, Comparator>::NewNode( + const Key& key, int height) { + char* const node_memory = arena_->AllocateAligned( + sizeof(Node) + sizeof(std::atomic<Node*>) * (height - 1)); + return new (node_memory) Node(key); + } + + template <typename Key, class Comparator> + inline SkipList<Key, Comparator>::Iterator::Iterator(const SkipList* list) { + list_ = list; + node_ = nullptr; + } + + template <typename Key, class Comparator> + inline bool SkipList<Key, Comparator>::Iterator::Valid() const { + return node_ != nullptr; + } + + template <typename Key, class Comparator> + inline const Key& SkipList<Key, Comparator>::Iterator::key() const { + assert(Valid()); + return node_->key; + } + + template <typename Key, class Comparator> + inline void SkipList<Key, Comparator>::Iterator::Next() { + assert(Valid()); + node_ = node_->Next(0); + } + + template <typename Key, class Comparator> + inline void SkipList<Key, Comparator>::Iterator::Prev() { + // Instead of using explicit "prev" links, we just search for the + // last node that falls before key. + assert(Valid()); + node_ = list_->FindLessThan(node_->key); + if (node_ == list_->head_) { + node_ = nullptr; + } + } + + template <typename Key, class Comparator> + inline void SkipList<Key, Comparator>::Iterator::Seek(const Key& target) { + node_ = list_->FindGreaterOrEqual(target, nullptr); + } + + template <typename Key, class Comparator> + inline void SkipList<Key, Comparator>::Iterator::SeekToFirst() { + node_ = list_->head_->Next(0); + } + + template <typename Key, class Comparator> + inline void SkipList<Key, Comparator>::Iterator::SeekToLast() { + node_ = list_->FindLast(); + if (node_ == list_->head_) { + node_ = nullptr; + } + } + + template <typename Key, class Comparator> + int SkipList<Key, Comparator>::RandomHeight() { + // Increase height with probability 1 in kBranching + static const unsigned int kBranching = 4; + int height = 1; + while (height < kMaxHeight && ((rnd_.Next() % kBranching) == 0)) { + height++; + } + assert(height > 0); + assert(height <= kMaxHeight); + return height; + } + + template <typename Key, class Comparator> + bool SkipList<Key, Comparator>::KeyIsAfterNode(const Key& key, Node* n) const { + // null n is considered infinite + return (n != nullptr) && (compare_(n->key, key) < 0); + } + + template <typename Key, class Comparator> + typename SkipList<Key, Comparator>::Node* + SkipList<Key, Comparator>::FindGreaterOrEqual(const Key& key, + Node** prev) const { + Node* x = head_; + int level = GetMaxHeight() - 1; + while (true) { + Node* next = x->Next(level); + if (KeyIsAfterNode(key, next)) { + // Keep searching in this list + x = next; + } else { + if (prev != nullptr) prev[level] = x; + if (level == 0) { + return next; + } else { + // Switch to next list + level--; + } + } + } + } + + template <typename Key, class Comparator> + typename SkipList<Key, Comparator>::Node* + SkipList<Key, Comparator>::FindLessThan(const Key& key) const { + Node* x = head_; + int level = GetMaxHeight() - 1; + while (true) { + assert(x == head_ || compare_(x->key, key) < 0); + Node* next = x->Next(level); + if (next == nullptr || compare_(next->key, key) >= 0) { + if (level == 0) { + return x; + } else { + // Switch to next list + level--; + } + } else { + x = next; + } + } + } + + template <typename Key, class Comparator> + typename SkipList<Key, Comparator>::Node* SkipList<Key, Comparator>::FindLast() + const { + Node* x = head_; + int level = GetMaxHeight() - 1; + while (true) { + Node* next = x->Next(level); + if (next == nullptr) { + if (level == 0) { + return x; + } else { + // Switch to next list + level--; + } + } else { + x = next; + } + } + } + + template <typename Key, class Comparator> + SkipList<Key, Comparator>::SkipList(Comparator cmp, Arena* arena) + : compare_(cmp), + arena_(arena), + head_(NewNode(0 /* any key will do */, kMaxHeight)), + max_height_(1), + rnd_(0xdeadbeef) { + for (int i = 0; i < kMaxHeight; i++) { + head_->SetNext(i, nullptr); + } + } + + template <typename Key, class Comparator> + void SkipList<Key, Comparator>::Insert(const Key& key) { + // TODO(opt): We can use a barrier-free variant of FindGreaterOrEqual() + // here since Insert() is externally synchronized. + Node* prev[kMaxHeight]; + Node* x = FindGreaterOrEqual(key, prev); + + // Our data structure does not allow duplicate insertion + assert(x == nullptr || !Equal(key, x->key)); + + int height = RandomHeight(); + if (height > GetMaxHeight()) { + for (int i = GetMaxHeight(); i < height; i++) { + prev[i] = head_; + } + // It is ok to mutate max_height_ without any synchronization + // with concurrent readers. A concurrent reader that observes + // the new value of max_height_ will see either the old value of + // new level pointers from head_ (nullptr), or a new value set in + // the loop below. In the former case the reader will + // immediately drop to the next level since nullptr sorts after all + // keys. In the latter case the reader will use the new node. + max_height_.store(height, std::memory_order_relaxed); + } + + x = NewNode(key, height); + for (int i = 0; i < height; i++) { + // NoBarrier_SetNext() suffices since we will add a barrier when + // we publish a pointer to "x" in prev[i]. + x->NoBarrier_SetNext(i, prev[i]->NoBarrier_Next(i)); + prev[i]->SetNext(i, x); + } + } + + template <typename Key, class Comparator> + bool SkipList<Key, Comparator>::Contains(const Key& key) const { + Node* x = FindGreaterOrEqual(key, nullptr); + if (x != nullptr && Equal(key, x->key)) { + return true; + } else { + return false; + } + } + +} // namespace cleveldb +#endif //CLEVELDB_SKIPLIST_CUH |
