skip list
- 1. SkipList
- 2. Searching a key in a Sorted linked list Searching an element x cell *p =head ; while (p->next->key < x ) p=p->next ; return p ; Note: we return the element proceeding either the element containing x , or the smallest element with a key larger than x (if x does not exists) 7 14 21 32 37 71 85 117 - 1 1 head find(71)
- 3. inserting a key into a Sorted linked list To insert 35 - p=find(35); CELL *p1 = (CELL *) malloc(sizeof(CELL)); p1->key=35; p1->next = p->next ; p->next = p1 ; 7 14 21 32 37 71 85 117 - 1 1 head p 35
- 4. deleteing a key from a sorted list To delete 37 - p=find(37); CELL *p1 =p->next; p->next = p1->next ; free(p1); 7 14 21 32 37 71 85 117 - 1 1 head p p1
- 5. A data structure for maintaing a set of keys in a sorted order --- SKIP LIST Consists of several levels. All keys appear in level 1 Each level is a sorted list. If key x appears in level i , then it also appears in all levels below i 7 14 21 32 37 71 85 117 71 37 21 7 37 21 Level 1 Level 2 Level 3 Top - 1 - 1 - 1 1 1 1
- 6. More rules An element in level i points (via down pointer) to the element with the same key in the level below. In each level the keys - 1 and 1 appear. (In our implementation, INT_MIN and INT_MAX Top points to the smallest element in the highest level. 7 14 21 32 37 71 85 117 71 37 21 7 37 21 Level 1 Level 2 Level 3 Top - 1 - 1 - 1 1 1 1 next-pointer Down-pointer
- 7. An empty SkipList Level 1 Top - 1 1
- 8. Finding an element with key x p=top While(1){ while (p->next->key < x ) p=p->next; If (p->down == NULL ) return p->next p=p->down ; } Observe that we return x , if exists, or succ(x) if x is not in the SkipList 7 14 21 32 37 71 85 117 71 37 21 7 37 21 Level 1 Level 2 Level 3 Top - 1 - 1 - 1 1 1 1 next-pointer down-pointer find(117), find(118)
- 9. Inserting new element X Determine k the number of levels in which x participates (explained later) Do find(x), and insert x to the appropriate places in the lowest k levels. (after the elements at which the search path turns down or terminates) Example - inserting 119. k =2 7 14 21 32 37 71 85 71 37 21 7 37 21 Level 1 Level 2 Level 3 Top - 1 - 1 - 1 1 1 1 next-pointer Down-pointer 119 119
- 10. Inserting an element - cont. If k is larger than the current number of levels, add new levels (and update top) Example - inser(119) when k=4 7 14 21 32 37 71 85 71 37 21 7 37 21 Level 1 Level 2 Level 3 Top - 1 - 1 - 1 1 1 1 119 119 119 119 1 - 1
- 11. Determining k k - the number of levels at which an element x participate. Use a random function OurRnd() --- returns 1 or 0 (True/False) with equal probability. k=1 ; While( OurRnd() ) k++ ;
- 12. Deleteing a key x Find x in all the levels it participates, and delete it using the standard ' delete from a linked list' method. If one or more of the upper levels are empty, remove them (and update top) 7 14 21 32 37 71 85 117 71 37 21 7 37 21 Level 1 Level 2 Level 3 Top - 1 - 1 - 1 1 1 1 next-pointer down-pointer delete(71)
- 13. Facts about SL The expected number of levels is O( log n ) (here n is the numer of elements) The expected time for insert/delete/find is O( log n ) The expected size (number of cells) is O( n )