The size of the hash table is not determinate at the very beginning. If the total size of keys is too large (e.g. size >= capacity / 10), we should double the size of the hash table and rehash every keys. Say you have a hash table looks like below:
size=3
, capacity=4
[null, 21, 14, null] ↓ ↓ 9 null ↓ null
The hash function is:
int hashcode(int key, int capacity) { return key % capacity;}
here we have three numbers, 9, 14 and 21, where 21 and 9 share the same position as they all have the same hashcode 1 (21 % 4 = 9 % 4 = 1). We store them in the hash table by linked list.
rehashing this hash table, double the capacity, you will get:
size=3
, capacity=8
index: 0 1 2 3 4 5 6 7hash : [null, 9, null, null, null, 21, 14, null]
Given the original hash table, return the new hash table after rehashing .
Notice
For negative integer in hash table, the position can be calculated as follow:
- C++/Java: if you directly calculate -4 % 3 you will get -1. You can use function: a % b = (a % b + b) % b to make it is a non negative integer.
- Python: you can directly use -1 % 3, you will get 2 automatically.
Given [null, 21->9->null, 14->null, null]
,
return [null, 9->null, null, null, null, 21->null, 14->null, null]
1 /** 2 * Definition for ListNode 3 * public class ListNode { 4 * int val; 5 * ListNode next; 6 * ListNode(int x) { 7 * val = x; 8 * next = null; 9 * }10 * }11 */12 public class Solution {13 /**14 * @param hashTable: A list of The first node of linked list15 * @return: A list of The first node of linked list which have twice size16 */ 17 public ListNode[] rehashing(ListNode[] hashTable) {18 if (hashTable == null || hashTable.length == 0) return hashTable;19 20 ListNode[] newHT = new ListNode[hashTable.length * 2];21 22 for (int i = 0; i < hashTable.length; i++) {23 ListNode current = hashTable[i];24 while (current != null) {25 ListNode next = current.next;26 current.next = null;27 add(newHT, current);28 current = next;29 }30 }31 return newHT;32 }33 34 public void add(ListNode[] hashTable, ListNode node) {35 int index = node.val % hashTable.length;36 if (index < 0) {37 index = hashTable.length + index;38 }39 if (hashTable[index] == null) {40 hashTable[index] = node;41 } else {42 ListNode current = hashTable[index];43 while (current.next != null) {44 current = current.next;45 }46 current.next = node;47 }48 } 49 };