浅谈HashMap原理，并手写HashMap并实现部分区块链特征

作者: Kyriez7 | 来源:发表于2022-09-08 09:48 被阅读0次

写在前面

最近有很多的粉丝私信我，说自己在面试的时候，老是被人问HashMap的原理，但是在实际的工作中，也只是使用HashMap，从来就没有关注过它的原来，今天博主本人，根据自己的实际经验，浅谈一下HashMap的实现原理。并附上自己根据原理，手写的MHashMap，并且还带上了部分区块链的特征。

JDK7和JDK8中的HashMap

JDK7：数组和链式结构 JDK8：数组和链式结构，红黑树两者之间的区别就是，JDK8中加上了红黑树。因为今天是一个HashMap的原理浅析，这里就不附带讲解红黑树，后面的博文，我会专门来讲解红黑树。

正文

现在我开始正式进入我对HashMap讲解中来。 HashMap的特征

存储结构：key，value键值对的形式

查询数据： 1，通过key进行mod（取模），获取到当前数组对应的node， 2，根据node存放的hash和key对应的hash进行比较，是否一致，如果不一致，则同当前node的下一个node进行比对。 3，还是不一致，就继续从当前比较的Node取下一个节点进行比较。

存储数据： 1，对key进行mod计算 2，将数据存放到data[mod]中去 3，如果当前的data[mod]已经有值存在了，则将当前已经存在的对象oldNode，存放到新的Node的next中去

我们定义一个数组，并给给它一个默认的长度

private final static int defaultDataLength = 16;
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再创建一个指定长度的数组

private Node[] data = new Node[defaultDataLength];
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这里的Node为我们自己定义的一个内部类对象

@Getter
@Setter
static class Node {
private int hashCode;
private Object key;
private Object value;
private Node next;

    public static Node instance(int hashCode, Object key, Object value, Node next) {
        Node node = new Node();
        node.setHashCode(hashCode);
        node.setKey(key);
        node.setValue(value);
        node.setNext(next);
        return node;
    }
}

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它由四个元素组成，当前传入key的hash值，当前的key，当前的value及下一个对象。

完整代码

package com.moonl.jvm.utils;

import lombok.Getter;
import lombok.Setter;

import java.io.Serializable;
import java.util.AbstractMap;
import java.util.Map;
import java.util.Set;

public class MHashMap<K, V> {

private final static int defaultDataLength = 16;

private Node[] data = new Node[defaultDataLength];

private Integer previousHashCode = 0;


public V put(K key, V value) {
    int hash = hash(key);
    int mod = hashMod(key);
    if (null == data[mod]) {
        data[mod] = Node.instance(hash, key, value, null);
        return value;
    }
    //旧的node缓存
    Node oldNode = data[mod];
    //新的key，存放到指定位置的数组中去，并将原有节点存放到next中
    data[mod] = Node.instance(hash, key, value, oldNode);
    return value;
}

public V get(K key) {
    Node node = data[hashMod(key)];
    //root node hashCode
    this.previousHashCode = hash((K) ("root_" + hashMod(key)));
    return findKey(node, key);
}


public V findKey(Node node, K key) {

    if (null == key) {
        return null;
    }
    if (node == null) {
        return null;
    }
    String chain = "The Previous HashCode:" + previousHashCode + " Now HashCode :" + node.getHashCode();
    //传入的key对应的hash
    int hash = hash(key);
    //当前节点存储的hashCode
    int hashCode = node.getHashCode();
    if (hash == hashCode) {
        System.out.println("input key is :" + key + " and hash:" + hashCode);
        System.out.println("query key is :" + node.getKey() + " and hash:" + node.getHashCode());
        return (V) node.getValue();
    }
    //当前找到的节点的下一个节点
    Node nextNode = node.getNext();
    //如果要从下一个节点开始查询，则当前节点变更为上一个节点
    previousHashCode = node.getHashCode();
    chain = chain + " Next Node HashCode :" + nextNode.getHashCode();
    System.out.println(chain);
    return findKey(nextNode, key);
}

public int hash(K key) {
    int hashCode = 0;
    return key == null ? 0 : key.hashCode();
}

public int hashMod(K key) {
    return Math.abs(key.hashCode() % 16);
}

@Getter
@Setter
static class Node {
    private int hashCode;
    private Object key;
    private Object value;
    private Node next;

    public static Node instance(int hashCode, Object key, Object value, Node next) {
        Node node = new Node();
        node.setHashCode(hashCode);
        node.setKey(key);
        node.setValue(value);
        node.setNext(next);
        return node;
    }
}

}
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在代码中，我对根节点，也就是数组节点的记录方式是"root_"+mod值共同生成的hash // 现在我们开始使用封装数据（put），并逐步（get）数据

@Test
public void testHashMap() {
// Map<String, Object> maps = new HashMap<String, Object>();
MHashMap<String, Object> zhaoMaps = new MHashMap<String, Object>();
for (int i = 0; i < 1000; i++) {
zhaoMaps.put("赵"+i+"姐","赵颖"+i+"姐 is 250");
}
MHashMap<String, Object> yingMaps = new MHashMap<String, Object>();
for (int i = 0; i < 1000; i++) {
yingMaps.put("大颖"+i+"姐","大颖"+i+"姐 is 250");
}
System.out.println(zhaoMaps.get("赵162姐"));
System.out.println(yingMaps.get("大颖456姐"));
}
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输出的结果是

The Previous HashCode:-925311973 Now HashCode :-914498616 Next Node HashCode :-914499608
The Previous HashCode:-914498616 Now HashCode :-914499608 Next Node HashCode :-914500600
The Previous HashCode:-914499608 Now HashCode :-914500600 Next Node HashCode :-914501592
The Previous HashCode:-914500600 Now HashCode :-914501592 Next Node HashCode :-914502584
The Previous HashCode:-914501592 Now HashCode :-914502584 Next Node HashCode :-914503576
The Previous HashCode:-914502584 Now HashCode :-914503576 Next Node HashCode :-914529368
The Previous HashCode:-914503576 Now HashCode :-914529368 Next Node HashCode :-914530360
The Previous HashCode:-914529368 Now HashCode :-914530360 Next Node HashCode :-914531352
The Previous HashCode:-914530360 Now HashCode :-914531352 Next Node HashCode :-914532344
The Previous HashCode:-914531352 Now HashCode :-914532344 Next Node HashCode :-914533336
The Previous HashCode:-914532344 Now HashCode :-914533336 Next Node HashCode :-914560120
The Previous HashCode:-914533336 Now HashCode :-914560120 Next Node HashCode :-914561112
The Previous HashCode:-914560120 Now HashCode :-914561112 Next Node HashCode :-914562104
The Previous HashCode:-914561112 Now HashCode :-914562104 Next Node HashCode :-914563096
The Previous HashCode:-914562104 Now HashCode :-914563096 Next Node HashCode :-914584424
The Previous HashCode:-914563096 Now HashCode :-914584424 Next Node HashCode :-914590872
The Previous HashCode:-914584424 Now HashCode :-914590872 Next Node HashCode :-914591864
The Previous HashCode:-914590872 Now HashCode :-914591864 Next Node HashCode :-914592856
The Previous HashCode:-914591864 Now HashCode :-914592856 Next Node HashCode :-914614184
The Previous HashCode:-914592856 Now HashCode :-914614184 Next Node HashCode :-914615176
The Previous HashCode:-914614184 Now HashCode :-914615176 Next Node HashCode :-914621624
The Previous HashCode:-914615176 Now HashCode :-914621624 Next Node HashCode :-914622616
The Previous HashCode:-914621624 Now HashCode :-914622616 Next Node HashCode :-914643944
The Previous HashCode:-914622616 Now HashCode :-914643944 Next Node HashCode :-914644936
The Previous HashCode:-914643944 Now HashCode :-914644936 Next Node HashCode :-914645928
The Previous HashCode:-914644936 Now HashCode :-914645928 Next Node HashCode :-914652376
The Previous HashCode:-914645928 Now HashCode :-914652376 Next Node HashCode :-914673704
The Previous HashCode:-914652376 Now HashCode :-914673704 Next Node HashCode :-914674696
The Previous HashCode:-914673704 Now HashCode :-914674696 Next Node HashCode :-914675688
The Previous HashCode:-914674696 Now HashCode :-914675688 Next Node HashCode :-914676680
The Previous HashCode:-914675688 Now HashCode :-914676680 Next Node HashCode :-914703464
The Previous HashCode:-914676680 Now HashCode :-914703464 Next Node HashCode :-914704456
The Previous HashCode:-914703464 Now HashCode :-914704456 Next Node HashCode :-914705448
The Previous HashCode:-914704456 Now HashCode :-914705448 Next Node HashCode :-914706440
The Previous HashCode:-914705448 Now HashCode :-914706440 Next Node HashCode :-914707432
The Previous HashCode:-914706440 Now HashCode :-914707432 Next Node HashCode :-914733224
The Previous HashCode:-914707432 Now HashCode :-914733224 Next Node HashCode :-914734216
The Previous HashCode:-914733224 Now HashCode :-914734216 Next Node HashCode :-914735208
The Previous HashCode:-914734216 Now HashCode :-914735208 Next Node HashCode :-914736200
input key is :赵162姐 and hash:-914736200
query key is :赵162姐 and hash:-914736200
赵颖162姐 is 250
The Previous HashCode:-925311975 Now HashCode :-2010266582 Next Node HashCode :-2010267574
The Previous HashCode:-2010266582 Now HashCode :-2010267574 Next Node HashCode :-2010268566
The Previous HashCode:-2010267574 Now HashCode :-2010268566 Next Node HashCode :-2010269558
The Previous HashCode:-2010268566 Now HashCode :-2010269558 Next Node HashCode :-2010270550
The Previous HashCode:-2010269558 Now HashCode :-2010270550 Next Node HashCode :-2010271542
The Previous HashCode:-2010270550 Now HashCode :-2010271542 Next Node HashCode :-2010296342
The Previous HashCode:-2010271542 Now HashCode :-2010296342 Next Node HashCode :-2010297334
The Previous HashCode:-2010296342 Now HashCode :-2010297334 Next Node HashCode :-2010298326
The Previous HashCode:-2010297334 Now HashCode :-2010298326 Next Node HashCode :-2010299318
The Previous HashCode:-2010298326 Now HashCode :-2010299318 Next Node HashCode :-2010300310
The Previous HashCode:-2010299318 Now HashCode :-2010300310 Next Node HashCode :-2010301302
The Previous HashCode:-2010300310 Now HashCode :-2010301302 Next Node HashCode :-2010302294
The Previous HashCode:-2010301302 Now HashCode :-2010302294 Next Node HashCode :-2010326102
The Previous HashCode:-2010302294 Now HashCode :-2010326102 Next Node HashCode :-2010327094
The Previous HashCode:-2010326102 Now HashCode :-2010327094 Next Node HashCode :-2010328086
The Previous HashCode:-2010327094 Now HashCode :-2010328086 Next Node HashCode :-2010329078
The Previous HashCode:-2010328086 Now HashCode :-2010329078 Next Node HashCode :-2010330070
The Previous HashCode:-2010329078 Now HashCode :-2010330070 Next Node HashCode :-2010331062
The Previous HashCode:-2010330070 Now HashCode :-2010331062 Next Node HashCode :-2010332054
The Previous HashCode:-2010331062 Now HashCode :-2010332054 Next Node HashCode :-2010333046
The Previous HashCode:-2010332054 Now HashCode :-2010333046 Next Node HashCode :-2010355862
The Previous HashCode:-2010333046 Now HashCode :-2010355862 Next Node HashCode :-2010356854
The Previous HashCode:-2010355862 Now HashCode :-2010356854 Next Node HashCode :-2010357846
The Previous HashCode:-2010356854 Now HashCode :-2010357846 Next Node HashCode :-2010358838
The Previous HashCode:-2010357846 Now HashCode :-2010358838 Next Node HashCode :-2010359830
The Previous HashCode:-2010358838 Now HashCode :-2010359830 Next Node HashCode :-2010360822
The Previous HashCode:-2010359830 Now HashCode :-2010360822 Next Node HashCode :-2010361814
The Previous HashCode:-2010360822 Now HashCode :-2010361814 Next Node HashCode :-2010362806
The Previous HashCode:-2010361814 Now HashCode :-2010362806 Next Node HashCode :-2010363798
The Previous HashCode:-2010362806 Now HashCode :-2010363798 Next Node HashCode :-2010385622
The Previous HashCode:-2010363798 Now HashCode :-2010385622 Next Node HashCode :-2010386614
The Previous HashCode:-2010385622 Now HashCode :-2010386614 Next Node HashCode :-2010387606
The Previous HashCode:-2010386614 Now HashCode :-2010387606 Next Node HashCode :-2010388598
The Previous HashCode:-2010387606 Now HashCode :-2010388598 Next Node HashCode :-2010389590
The Previous HashCode:-2010388598 Now HashCode :-2010389590 Next Node HashCode :-2010390582
The Previous HashCode:-2010389590 Now HashCode :-2010390582 Next Node HashCode :-2010391574
The Previous HashCode:-2010390582 Now HashCode :-2010391574 Next Node HashCode :-2010392566
The Previous HashCode:-2010391574 Now HashCode :-2010392566 Next Node HashCode :-2010393558
The Previous HashCode:-2010392566 Now HashCode :-2010393558 Next Node HashCode :-2010394550
The Previous HashCode:-2010393558 Now HashCode :-2010394550 Next Node HashCode :-2010416374
The Previous HashCode:-2010394550 Now HashCode :-2010416374 Next Node HashCode :-2010417366
The Previous HashCode:-2010416374 Now HashCode :-2010417366 Next Node HashCode :-2010418358
The Previous HashCode:-2010417366 Now HashCode :-2010418358 Next Node HashCode :-2010419350
input key is :大颖456姐 and hash:-2010419350
query key is :大颖456姐 and hash:-2010419350
大颖456姐 is 250

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通过输出的日志，我们可以看见，node节点的存储结构是按照区块链的特性，记录上个节点的信息和下一个节点的信息关系来存储数据。

当然，这里我们对Node对象再写深入一些，加上一些共识的算法，加密解密验签的算法，并做节点的共享，那么一个简单的区块链就完成了。

本文，主要是为了解答粉丝在面试过程中，面试官不停问HashMap原理而编写的，区块链就不做更多的阐述了。

浅谈HashMap原理，并手写HashMap并实现部分区块链特征

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