IntHashMap

package example.java;

/**
 * @author 杜科
 * @description 定製化的HashMap
 * 當量級爲百萬級時，比起HashMap<Integer,V> put提高超8倍，get提高超10倍。彷佛此時最佳
 * 當量級增大到千萬級時，put的性能比HashMap持平，甚至稍弱，get的性能爲HashMap 4倍
 * @contact AllenDuke@163.com
 * @date 2020/7/16
 */
public class IntHashMap<V> {

    private class IntEntry<V> {

        int key;

        V value;

        IntEntry next;
    }

    private IntEntry[] table;

    private int capacity;//2的n次方

    public IntHashMap(int capacity) {
        if(!checkCapacity(capacity)) throw new RuntimeException("capacity:"+capacity+",不是2的n次方");
        this.capacity = capacity;
        table = new IntEntry[capacity];
    }

    //檢查容量是否爲2的n次方 按位檢查1的個數
    public static boolean checkCapacity(int capacity) {
        int oneCount = 0;
        for (int i = 0; i < 32; i++) {
            if ((capacity & 1) == 1) oneCount++;
            capacity >>>= 1;
        }
        if (oneCount == 1) return true;
        else return false;
    }

    //性能比checkCapacity稍好
    public static int bitCount(int i) {
        // HD, Figure 5-2
        i = i - ((i >>> 1) & 0x55555555);
        i = (i & 0x33333333) + ((i >>> 2) & 0x33333333);
        i = (i + (i >>> 4)) & 0x0f0f0f0f;
        i = i + (i >>> 8);
        i = i + (i >>> 16);
        return i & 0x3f;
    }

    //todo 更爲更優秀的hash函數
    private static int indexFor(int key, int length) {
        return key & (length - 1);
    }


    public void put(int key, V value) {
        IntEntry<V> entry = new IntEntry<>();
        entry.key = key;
        entry.value = value;
        int i = indexFor(key, table.length);
        IntEntry head = table[i];
        if (head == null) {
            table[i] = entry;
            return;
        }
        while (head.next != null) head = head.next;
        head.next = entry;
    }


    public V get(int key) {
        int i = indexFor(key, table.length);
        IntEntry<V> head = table[i];
        while (true) {
            if (head == null) return null;//不作檢查使用者保證，減小運算
            if (head.key == key) return head.value;
            head = head.next;
        }
    }

}

減小Integer的生成

 

簡單測試

package example.java;

import java.util.HashMap;

/**
 * @author 杜科
 * @description
 * @contact AllenDuke@163.com
 * @date 2020/7/16
 */
public class IntHashMapTest {

    public static void main(String[] args) {
        int count=1024*1024;
        System.out.println("current count:" + count);
        HashMap<Integer, Integer> hashMap = new HashMap<>(count);
        IntHashMap<Integer> intHashMap = new IntHashMap<Integer>(count);
        long start1=System.currentTimeMillis();
        for(int i=0;i<count;i++){
            hashMap.put(i*31,i);
        }
        long finish1=System.currentTimeMillis();
        System.out.println("HashMap put cost:"+(finish1 - start1) + "ms");

        start1=System.currentTimeMillis();
        for(int i=0;i<count;i++){
            hashMap.get(i*31);
        }
        finish1=System.currentTimeMillis();
        System.out.println("HashMap get cost:"+(finish1 - start1) + "ms");

        long start2=System.currentTimeMillis();
        for(int i=0;i<count;i++){
            intHashMap.put(i*31,i);
        }
        long finish2=System.currentTimeMillis();
        System.out.println("IntHashMap put cost:"+(finish2 - start2) + "ms");

        start2=System.currentTimeMillis();
        for(int i=0;i<count;i++){
            intHashMap.get(i*31);
        }
        finish2=System.currentTimeMillis();
        System.out.println("IntHashMap get cost:"+(finish2 - start2) + "ms");

        for(int i=0;i<count;i++){
            if(!hashMap.get(i*31).equals(intHashMap.get(i*31)))
                throw new RuntimeException("IntMap error key:"+i*31+" hashMap:"+hashMap.get(i*31)+" intHashMap:"+intHashMap.get(i*31));

        }

        start1=System.currentTimeMillis();
        for(int i=0;i<count;i++){
            IntHashMap.checkCapacity(i);
        }
        finish1=System.currentTimeMillis();
        System.out.println("IntHashMap checkCapacity cost:"+(finish1 - start1) + "ms");

        start2=System.currentTimeMillis();
        for(int i=0;i<count;i++){
            IntHashMap.bitCount(i);
        }
        finish2=System.currentTimeMillis();
        System.out.println("IntHashMap bitCount cost:"+(finish2 - start2) + "ms");
    }
}