skiplist.h 12 KB

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  1. #include"../basical/type_checking.h"
  2. #include<cstdlib>
  3. #include<cstring>
  4. #include<exception>
  5. #include<random>
  6. #include<shared_mutex>
  7. #include <variant>
  8. #include<chrono>
  9. #include<iostream>
  10. namespace nanxing_extend
  11. {
  12. //限定为侵入式链表结构,因为这样方便空间的控制,可以直接在节点类中析构全部的空间
  13. static int count=0;
  14. //错误处理机制
  15. class nextpoint_new:std::exception //skip_node分配空间失败的时候
  16. {
  17. const char* what() const noexcept
  18. {
  19. return "malloc next_node point fault";
  20. }
  21. };
  22. class newNode_error:std::exception //申请新的空间的时候
  23. {
  24. const char* what() const noexcept
  25. {
  26. return "malloc new node error";
  27. }
  28. };
  29. class random_error:std::exception //申请预设随机数空间的时候
  30. {
  31. const char* what() const noexcept
  32. {
  33. return "malloc random space error";
  34. }
  35. };
  36. enum class Skip_result //跳表操作的结果
  37. {
  38. successufl,
  39. #ifdef SKIP_MAX_SIZE
  40. full,
  41. #endif
  42. #ifdef SKIP_MAX_SIZE
  43. too_small,
  44. #endif
  45. fault,
  46. exit,
  47. empty,
  48. };
  49. //注意这里的V只能是要么是能直接深拷贝的类型,要么是指向堆上数据的指针类型
  50. template<typename K,typename V>
  51. struct skip_node
  52. {
  53. static_assert(nanxing_extend::compare_admit<K>::value,"the type of K is error");
  54. static_assert(nanxing_extend::compare_admit<V>::value,"the type of V is error");
  55. static_assert(nanxing_extend:point_forbid<V>::value,"the type of V cannot be point"); //限定为侵入式数据结构
  56. skip_node<K,V>** next_node;
  57. V value;
  58. K key;
  59. private:
  60. int level;
  61. public:
  62. skip_node(){};
  63. skip_node(K _key,V _value,int _level):key(_key),value(_value),level(_level){};
  64. void init_next(int level)
  65. {
  66. try
  67. {
  68. next_node=::new skip_node<K,V>*[level];
  69. }
  70. catch(std::bad_alloc){ //捕获内存分配错误
  71. throw nextpoint_new(); //重新抛出一个定制的更详细的类型用以明确错误的具体位置
  72. }
  73. std::memset(next_node,0,sizeof(skip_node<K,V>*)*level);
  74. }
  75. K get_key(){ return key; }
  76. };
  77. template<typename K,typename V>
  78. class skipList
  79. {
  80. static_assert(nanxing_extend::compare_admit<K>::value,"the type of K is error");
  81. static_assert(nanxing_extend::compare_admit<V>::value,"the type of V is error");
  82. static_assert(nanxing_extend:point_forbid<V>::value,"the type of V cannot be point"); //限定为侵入式数据结构
  83. private:
  84. using Node=skip_node<K,V>;
  85. using ptr=Node*;
  86. using Nptr=Node**;
  87. //由于C++的便利性我们考虑使用带头节点的跳表(C++允许对数据不进行初始化(默认构造函数))
  88. #ifdef NANXING_THREAD_
  89. std::shared_mutex RW_lock; //读写锁
  90. #endif
  91. Nptr head; //头节点
  92. int max_level; //最大高度
  93. int* random_level; //如果启用随机数表这个就非空,反之为nullptr
  94. //当不启用随机数表,使用rand()构造随机数,启用的时候用mt19773构造随机数
  95. int current_level; //跳表当前高度
  96. int current_size; //跳表当前尺寸
  97. //这里出于一个考虑,当跳表单纯作为小数据内存数据库,单表大小限制是没有意义的
  98. //但是像level_db这样作为KV数据库的缓存的时候,就需要限制大小进行落盘
  99. #ifdef SKIP_MAX_SIZE
  100. int max_size; //跳表允许的最大尺寸
  101. #endif
  102. public:
  103. #ifndef SKIP_MAX_SIZE
  104. skipList(int _max_level):max_level(_max_level),random_level(nullptr)
  105. {
  106. try
  107. {
  108. Node* middle=::new skip_node<K,V>;
  109. middle->init_next(max_level);
  110. head=::new Node*[max_level];
  111. for(int i=0;i<max_level;i++)
  112. {
  113. head[i]=middle;
  114. }
  115. }
  116. catch(std::bad_alloc)
  117. {
  118. throw newNode_error(); //重新抛出更详细的错误类型
  119. }
  120. if(max_level==0){ //如果将高度设置为0直接调用terminate打断整个程序执行
  121. std::cerr<<"the level of skiplist cannot set zero"<<std::endl;
  122. std::terminate();
  123. }
  124. }
  125. #elif
  126. skipList(int _max_level,int _max_size):max_size(_max_size),max_level(_max_level),random_level(nullptr)
  127. {
  128. try
  129. {
  130. Node* middle=::new skip_node;
  131. middle->init_next(max_level);
  132. head=::new (Node*)[max_level];
  133. for(auto& i in head)
  134. {
  135. i=middle;
  136. }
  137. }
  138. catch(std::bad_alloc)
  139. {
  140. throw newNode_error();
  141. }
  142. }
  143. #endif
  144. auto insert(K _key,V _value)->std::variant<Skip_result,V> //如果相同的时候我们考虑将value返回,由于限制为侵入式链表因此实际上不会内存泄露
  145. {
  146. #ifdef NANXING_THREAD_
  147. std::lock_guard<std::shared_mutex> lock(RW_lock);
  148. #endif
  149. #ifdef SKIP_MAX_SIZE
  150. if(current_size==max_size)
  151. {
  152. return sk=Skip_result::full;
  153. }
  154. #endif
  155. int rand_level=0;
  156. ptr updata[max_level]={nullptr}; //用于更新的数组
  157. ptr point=head[max_level-1];
  158. ptr new_node;
  159. std::variant<Skip_result,V> sk;
  160. for(int i=max_level-1;i>=0;i--)
  161. {
  162. for(;;)
  163. {
  164. if(point->next_node[i]==nullptr)
  165. {
  166. updata[i]=point;
  167. break;
  168. }
  169. else if(point->next_node[i]->key>=_key)
  170. {
  171. if(point->next_node[i]->key==_key)
  172. {
  173. sk=std::move(point->next_node[i]->value); //这个值已经不需要了,直接移动
  174. point->next_node[i]->value=_value;
  175. return sk;
  176. }
  177. else
  178. {
  179. updata[i]=point;
  180. break;
  181. }
  182. }
  183. else{
  184. point=point->next_node[i]; //更新point指针
  185. }
  186. }
  187. }
  188. [[likely]]
  189. if(random_level!=nullptr)
  190. {
  191. rand_level=random_level[current_size%1024];
  192. }
  193. else
  194. {
  195. rand_level=rand()%max_level;
  196. }
  197. ptr tmp=nullptr;
  198. new_node=new skip_node(_key,_value,rand_level);
  199. new_node->init_next(rand_level);
  200. for(int i=0;i<rand_level;i++)
  201. {
  202. tmp=updata[i]->next_node[i];
  203. updata[i]->next_node[i]=new_node;
  204. new_node->next_node[i]=tmp;
  205. }
  206. if(rand_level>current_level)
  207. {
  208. current_level=rand_level;
  209. }
  210. current_size++;
  211. sk=Skip_result::successufl;
  212. return sk;
  213. }
  214. [[nodiscard]]
  215. auto Delete_node(K _key)noexcept ->std::variant<Skip_result,V> //由于V由泛型决定可能是一个指针,因此直接将这个类型返回交由用户自主处理
  216. {
  217. std::variant<Skip_result,V> sk;
  218. if(current_size==0)
  219. {
  220. std:cerr<<"The skiplist is empty"<<std::endl;
  221. return sk=Skip_result::empty;
  222. }
  223. }
  224. [[nodiscard]]
  225. auto search(K _key) noexcept ->std::variant<Skip_result,V>{ //不涉及任何内存分配相关任务,因此是异常安全的
  226. #ifdef NANXING_THREAD_
  227. std::shared_lock<std::shared_mutex> lock(RW_lock);
  228. #endif
  229. std::variant<Skip_result,V> sk;
  230. ptr tmp=head[current_level-1];
  231. int tmp_level=current_level-1;
  232. for(int i=tmp_level;i>=0;i--)
  233. {
  234. while(tmp->next_node[tmp_level]!=nullptr)
  235. {
  236. if(tmp->next_node[tmp_level]->key>=_key)
  237. {
  238. if(tmp->next_node[tmp_level]->key==_key)
  239. {
  240. return sk=Skip_result::exit;
  241. }
  242. else{
  243. break; //跳出开始下一层循环
  244. }
  245. }
  246. else{
  247. tmp=tmp->next_node[tmp_level];
  248. }
  249. }
  250. }
  251. return sk=Skip_result::fault;
  252. }
  253. void init_skip() //直接生成随机数表
  254. {
  255. #ifdef NANXING_THREAD_
  256. std::lock_guard<std::shared_mutex> lock(RW_lock);
  257. #endif
  258. if(random_level!=nullptr)
  259. {
  260. return;
  261. }
  262. try{
  263. random_level=::new int[1024]; //刚好是一页的大小(4KB)
  264. }
  265. catch(std::bad_alloc)
  266. {
  267. throw random_error();
  268. return;
  269. }
  270. std::mt19937 rnd(std::chrono::system_clock::now().time_since_epoch().count());
  271. for(int i=0;i<1024;i++)
  272. {
  273. random_level[i]=(rnd()%max_level)+1;
  274. }
  275. }
  276. void Print()noexcept
  277. {
  278. ptr tmp=head[0]->next_node[0];
  279. while(tmp!=nullptr&&tmp->next_node[0]!=nullptr) //这里用了截断的技巧,即第一个条件不成立就不会触发第二个条件运行
  280. {
  281. std::cout<<"("<<tmp->get_key()<<","<<tmp->value<<")"<<"->";
  282. tmp=tmp->next_node[0];
  283. count++;
  284. }
  285. if(tmp!=nullptr)
  286. {
  287. std::cout<<"("<<tmp->get_key()<<","<<tmp->value<<")"<<std::endl;
  288. count++;
  289. }
  290. std::cout<<"count ="<<count<<std::endl;
  291. }
  292. #ifdef SKIP_MAX_SIZE
  293. [[nodicard]]
  294. inline auto change_size(int _max_size)->std::variant<Skip_result,V> noexcept
  295. {
  296. std::variant<
  297. if(_max_size>this->max_size)
  298. {
  299. this->max_size=_max_size;
  300. tmp=Skip_result::successufl;
  301. return tmp;
  302. }
  303. else
  304. {
  305. tmp=Skip_result::too_samll;
  306. return tmp;
  307. }
  308. }
  309. #endif
  310. #ifdef _NANXING_TEST_
  311. inline void insert_check()
  312. {
  313. ptr tmp=head[0]->next_node[0];
  314. K tmp_key;
  315. if(tmp==nullptr)
  316. {
  317. std::cerr<<"the skiplist is empty"<<std::endl;
  318. std::terminate();
  319. }
  320. else
  321. {
  322. tmp_key=head[0]->next_node[0]->key;
  323. }
  324. tmp=tmp->next_node[0];
  325. while(tmp->next_node[0]!=nullptr)
  326. {
  327. if(tmp->next_node[0]->key<tmp_key)
  328. {
  329. std::cerr<<"THE skiplist insert error"<<std::endl;
  330. std::terminate();
  331. }
  332. tmp_key=tmp->key;
  333. tmp=tmp->next_node[0];
  334. }
  335. std::cout<<"insert successful"<<std::endl;
  336. }
  337. #endif
  338. };
  339. }