姚凯文 姜嘉琪
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  1. // Copyright (c) 2011 The LevelDB Authors. All rights reserved.
  2. // Use of this source code is governed by a BSD-style license that can be
  3. // found in the LICENSE file. See the AUTHORS file for names of contributors.
  4. #ifndef STORAGE_LEVELDB_DB_SKIPLIST_H_
  5. #define STORAGE_LEVELDB_DB_SKIPLIST_H_
  6. // Thread safety
  7. // -------------
  8. //
  9. // Writes require external synchronization, most likely a mutex.
  10. // Reads require a guarantee that the SkipList will not be destroyed
  11. // while the read is in progress. Apart from that, reads progress
  12. // without any internal locking or synchronization.
  13. //
  14. // Invariants:
  15. //
  16. // (1) Allocated nodes are never deleted until the SkipList is
  17. // destroyed. This is trivially guaranteed by the code since we
  18. // never delete any skip list nodes.
  19. //
  20. // (2) The contents of a Node except for the next/prev pointers are
  21. // immutable after the Node has been linked into the SkipList.
  22. // Only Insert() modifies the list, and it is careful to initialize
  23. // a node and use release-stores to publish the nodes in one or
  24. // more lists.
  25. //
  26. // ... prev vs. next pointer ordering ...
  27. #include <atomic>
  28. #include <cassert>
  29. #include <cstdlib>
  30. #include "util/arena.h"
  31. #include "util/random.h"
  32. namespace leveldb {
  33. template <typename Key, class Comparator>
  34. class SkipList {
  35. private:
  36. struct Node;
  37. public:
  38. // Create a new SkipList object that will use "cmp" for comparing keys,
  39. // and will allocate memory using "*arena". Objects allocated in the arena
  40. // must remain allocated for the lifetime of the skiplist object.
  41. explicit SkipList(Comparator cmp, Arena* arena);
  42. SkipList(const SkipList&) = delete;
  43. SkipList& operator=(const SkipList&) = delete;
  44. // Insert key into the list.
  45. // REQUIRES: nothing that compares equal to key is currently in the list.
  46. void Insert(const Key& key);
  47. // Returns true iff an entry that compares equal to key is in the list.
  48. bool Contains(const Key& key) const;
  49. // Iteration over the contents of a skip list
  50. class Iterator {
  51. public:
  52. // Initialize an iterator over the specified list.
  53. // The returned iterator is not valid.
  54. explicit Iterator(const SkipList* list);
  55. // Returns true iff the iterator is positioned at a valid node.
  56. bool Valid() const;
  57. // Returns the key at the current position.
  58. // REQUIRES: Valid()
  59. const Key& key() const;
  60. // Advances to the next position.
  61. // REQUIRES: Valid()
  62. void Next();
  63. // Advances to the previous position.
  64. // REQUIRES: Valid()
  65. void Prev();
  66. // Advance to the first entry with a key >= target
  67. void Seek(const Key& target);
  68. // Position at the first entry in list.
  69. // Final state of iterator is Valid() iff list is not empty.
  70. void SeekToFirst();
  71. // Position at the last entry in list.
  72. // Final state of iterator is Valid() iff list is not empty.
  73. void SeekToLast();
  74. private:
  75. const SkipList* list_;
  76. Node* node_;
  77. // Intentionally copyable
  78. };
  79. private:
  80. enum { kMaxHeight = 12 };
  81. inline int GetMaxHeight() const {
  82. return max_height_.load(std::memory_order_relaxed);
  83. }
  84. Node* NewNode(const Key& key, int height);
  85. int RandomHeight();
  86. bool Equal(const Key& a, const Key& b) const { return (compare_(a, b) == 0); }
  87. // Return true if key is greater than the data stored in "n"
  88. bool KeyIsAfterNode(const Key& key, Node* n) const;
  89. // Return the earliest node that comes at or after key.
  90. // Return nullptr if there is no such node.
  91. //
  92. // If prev is non-null, fills prev[level] with pointer to previous
  93. // node at "level" for every level in [0..max_height_-1].
  94. Node* FindGreaterOrEqual(const Key& key, Node** prev) const;
  95. // Return the latest node with a key < key.
  96. // Return head_ if there is no such node.
  97. Node* FindLessThan(const Key& key) const;
  98. // Return the last node in the list.
  99. // Return head_ if list is empty.
  100. Node* FindLast() const;
  101. // Immutable after construction
  102. Comparator const compare_;
  103. Arena* const arena_; // Arena used for allocations of nodes
  104. Node* const head_;
  105. // Modified only by Insert(). Read racily by readers, but stale
  106. // values are ok.
  107. std::atomic<int> max_height_; // Height of the entire list
  108. // Read/written only by Insert().
  109. Random rnd_;
  110. };
  111. // Implementation details follow
  112. template <typename Key, class Comparator>
  113. struct SkipList<Key, Comparator>::Node {
  114. explicit Node(const Key& k) : key(k) {}
  115. Key const key;
  116. // Accessors/mutators for links. Wrapped in methods so we can
  117. // add the appropriate barriers as necessary.
  118. Node* Next(int n) {
  119. assert(n >= 0);
  120. // Use an 'acquire load' so that we observe a fully initialized
  121. // version of the returned Node.
  122. return next_[n].load(std::memory_order_acquire);
  123. }
  124. void SetNext(int n, Node* x) {
  125. assert(n >= 0);
  126. // Use a 'release store' so that anybody who reads through this
  127. // pointer observes a fully initialized version of the inserted node.
  128. next_[n].store(x, std::memory_order_release);
  129. }
  130. // No-barrier variants that can be safely used in a few locations.
  131. Node* NoBarrier_Next(int n) {
  132. assert(n >= 0);
  133. return next_[n].load(std::memory_order_relaxed);
  134. }
  135. void NoBarrier_SetNext(int n, Node* x) {
  136. assert(n >= 0);
  137. next_[n].store(x, std::memory_order_relaxed);
  138. }
  139. private:
  140. // Array of length equal to the node height. next_[0] is lowest level link.
  141. std::atomic<Node*> next_[1];
  142. };
  143. template <typename Key, class Comparator>
  144. typename SkipList<Key, Comparator>::Node* SkipList<Key, Comparator>::NewNode(
  145. const Key& key, int height) {
  146. char* const node_memory = arena_->AllocateAligned(
  147. sizeof(Node) + sizeof(std::atomic<Node*>) * (height - 1));
  148. return new (node_memory) Node(key);
  149. }
  150. template <typename Key, class Comparator>
  151. inline SkipList<Key, Comparator>::Iterator::Iterator(const SkipList* list) {
  152. list_ = list;
  153. node_ = nullptr;
  154. }
  155. template <typename Key, class Comparator>
  156. inline bool SkipList<Key, Comparator>::Iterator::Valid() const {
  157. return node_ != nullptr;
  158. }
  159. template <typename Key, class Comparator>
  160. inline const Key& SkipList<Key, Comparator>::Iterator::key() const {
  161. assert(Valid());
  162. return node_->key;
  163. }
  164. template <typename Key, class Comparator>
  165. inline void SkipList<Key, Comparator>::Iterator::Next() {
  166. assert(Valid());
  167. node_ = node_->Next(0);
  168. }
  169. template <typename Key, class Comparator>
  170. inline void SkipList<Key, Comparator>::Iterator::Prev() {
  171. // Instead of using explicit "prev" links, we just search for the
  172. // last node that falls before key.
  173. assert(Valid());
  174. node_ = list_->FindLessThan(node_->key);
  175. if (node_ == list_->head_) {
  176. node_ = nullptr;
  177. }
  178. }
  179. template <typename Key, class Comparator>
  180. inline void SkipList<Key, Comparator>::Iterator::Seek(const Key& target) {
  181. node_ = list_->FindGreaterOrEqual(target, nullptr);
  182. }
  183. template <typename Key, class Comparator>
  184. inline void SkipList<Key, Comparator>::Iterator::SeekToFirst() {
  185. node_ = list_->head_->Next(0);
  186. }
  187. template <typename Key, class Comparator>
  188. inline void SkipList<Key, Comparator>::Iterator::SeekToLast() {
  189. node_ = list_->FindLast();
  190. if (node_ == list_->head_) {
  191. node_ = nullptr;
  192. }
  193. }
  194. template <typename Key, class Comparator>
  195. int SkipList<Key, Comparator>::RandomHeight() {
  196. // Increase height with probability 1 in kBranching
  197. static const unsigned int kBranching = 4;
  198. int height = 1;
  199. while (height < kMaxHeight && rnd_.OneIn(kBranching)) {
  200. height++;
  201. }
  202. assert(height > 0);
  203. assert(height <= kMaxHeight);
  204. return height;
  205. }
  206. template <typename Key, class Comparator>
  207. bool SkipList<Key, Comparator>::KeyIsAfterNode(const Key& key, Node* n) const {
  208. // null n is considered infinite
  209. return (n != nullptr) && (compare_(n->key, key) < 0);
  210. }
  211. template <typename Key, class Comparator>
  212. typename SkipList<Key, Comparator>::Node*
  213. SkipList<Key, Comparator>::FindGreaterOrEqual(const Key& key,
  214. Node** prev) const {
  215. Node* x = head_;
  216. int level = GetMaxHeight() - 1;
  217. while (true) {
  218. Node* next = x->Next(level);
  219. if (KeyIsAfterNode(key, next)) {
  220. // Keep searching in this list
  221. x = next;
  222. } else {
  223. if (prev != nullptr) prev[level] = x;
  224. if (level == 0) {
  225. return next;
  226. } else {
  227. // Switch to next list
  228. level--;
  229. }
  230. }
  231. }
  232. }
  233. template <typename Key, class Comparator>
  234. typename SkipList<Key, Comparator>::Node*
  235. SkipList<Key, Comparator>::FindLessThan(const Key& key) const {
  236. Node* x = head_;
  237. int level = GetMaxHeight() - 1;
  238. while (true) {
  239. assert(x == head_ || compare_(x->key, key) < 0);
  240. Node* next = x->Next(level);
  241. if (next == nullptr || compare_(next->key, key) >= 0) {
  242. if (level == 0) {
  243. return x;
  244. } else {
  245. // Switch to next list
  246. level--;
  247. }
  248. } else {
  249. x = next;
  250. }
  251. }
  252. }
  253. template <typename Key, class Comparator>
  254. typename SkipList<Key, Comparator>::Node* SkipList<Key, Comparator>::FindLast()
  255. const {
  256. Node* x = head_;
  257. int level = GetMaxHeight() - 1;
  258. while (true) {
  259. Node* next = x->Next(level);
  260. if (next == nullptr) {
  261. if (level == 0) {
  262. return x;
  263. } else {
  264. // Switch to next list
  265. level--;
  266. }
  267. } else {
  268. x = next;
  269. }
  270. }
  271. }
  272. template <typename Key, class Comparator>
  273. SkipList<Key, Comparator>::SkipList(Comparator cmp, Arena* arena)
  274. : compare_(cmp),
  275. arena_(arena),
  276. head_(NewNode(0 /* any key will do */, kMaxHeight)),
  277. max_height_(1),
  278. rnd_(0xdeadbeef) {
  279. for (int i = 0; i < kMaxHeight; i++) {
  280. head_->SetNext(i, nullptr);
  281. }
  282. }
  283. template <typename Key, class Comparator>
  284. void SkipList<Key, Comparator>::Insert(const Key& key) {
  285. // TODO(opt): We can use a barrier-free variant of FindGreaterOrEqual()
  286. // here since Insert() is externally synchronized.
  287. Node* prev[kMaxHeight];
  288. Node* x = FindGreaterOrEqual(key, prev);
  289. // Our data structure does not allow duplicate insertion
  290. assert(x == nullptr || !Equal(key, x->key));
  291. int height = RandomHeight();
  292. if (height > GetMaxHeight()) {
  293. for (int i = GetMaxHeight(); i < height; i++) {
  294. prev[i] = head_;
  295. }
  296. // It is ok to mutate max_height_ without any synchronization
  297. // with concurrent readers. A concurrent reader that observes
  298. // the new value of max_height_ will see either the old value of
  299. // new level pointers from head_ (nullptr), or a new value set in
  300. // the loop below. In the former case the reader will
  301. // immediately drop to the next level since nullptr sorts after all
  302. // keys. In the latter case the reader will use the new node.
  303. max_height_.store(height, std::memory_order_relaxed);
  304. }
  305. x = NewNode(key, height);
  306. for (int i = 0; i < height; i++) {
  307. // NoBarrier_SetNext() suffices since we will add a barrier when
  308. // we publish a pointer to "x" in prev[i].
  309. x->NoBarrier_SetNext(i, prev[i]->NoBarrier_Next(i));
  310. prev[i]->SetNext(i, x);
  311. }
  312. }
  313. template <typename Key, class Comparator>
  314. bool SkipList<Key, Comparator>::Contains(const Key& key) const {
  315. Node* x = FindGreaterOrEqual(key, nullptr);
  316. if (x != nullptr && Equal(key, x->key)) {
  317. return true;
  318. } else {
  319. return false;
  320. }
  321. }
  322. } // namespace leveldb
  323. #endif // STORAGE_LEVELDB_DB_SKIPLIST_H_