HashMap是一个很经典的键值对集合，从它的广泛应用程度和源码的学习角度上我们不得不去解析它。
我们先看一下HashMap的存储结构((图片均来源于网络))，这有助于我们阅读源码
HashMap存储结构
HashMap的主干是一个Entry数组。Entry是HashMap的基本组成单元，每一个Entry包含一个key-value键值对以及指引的下一个Entry
/** @hide */ // Android added.
static class HashMapEntry<K,V> implements Map.Entry<K,V> {
final K key;
V value;
HashMapEntry<K,V> next;
int hash;
/**
* Creates new entry.
*/
HashMapEntry(int h, K k, V v, HashMapEntry<K,V> n) {
value = v;
next = n;
key = k;
hash = h;
}
public final K getKey() {
return key;
}
public final V getValue() {
return value;
}
public final V setValue(V newValue) {
V oldValue = value;
value = newValue;
return oldValue;
}
public final boolean equals(Object o) {
if (!(o instanceof Map.Entry))
return false;
Map.Entry e = (Map.Entry)o;
Object k1 = getKey();
Object k2 = e.getKey();
if (k1 == k2 || (k1 != null && k1.equals(k2))) {
Object v1 = getValue();
Object v2 = e.getValue();
if (v1 == v2 || (v1 != null && v1.equals(v2)))
return true;
}
return false;
}
public final int hashCode() {
return Objects.hashCode(getKey()) ^ Objects.hashCode(getValue());
}
public final String toString() {
return getKey() + "=" + getValue();
}
/**
* This method is invoked whenever the value in an entry is
* overwritten by an invocation of put(k,v) for a key k that's already
* in the HashMap.
*/
void recordAccess(HashMap<K,V> m) {
}
/**
* This method is invoked whenever the entry is
* removed from the table.
*/
void recordRemoval(HashMap<K,V> m) {
}
}
初始化过程
/**
* Constructs an empty <tt>HashMap</tt> with the specified initial
* capacity and load factor.
*
* @param initialCapacity the initial capacity
* @param loadFactor the load factor
* @throws IllegalArgumentException if the initial capacity is negative
* or the load factor is nonpositive
*/
public HashMap(int initialCapacity, float loadFactor) {
if (initialCapacity < 0)
throw new IllegalArgumentException("Illegal initial capacity: " +
initialCapacity);
if (initialCapacity > MAXIMUM_CAPACITY) {
initialCapacity = MAXIMUM_CAPACITY;
} else if (initialCapacity < DEFAULT_INITIAL_CAPACITY) {
initialCapacity = DEFAULT_INITIAL_CAPACITY;
}
if (loadFactor <= 0 || Float.isNaN(loadFactor))
throw new IllegalArgumentException("Illegal load factor: " +
loadFactor);
// Android-Note: We always use the default load factor of 0.75f.
// This might appear wrong but it's just awkward design. We always call
// inflateTable() when table == EMPTY_TABLE. That method will take "threshold"
// to mean "capacity" and then replace it with the real threshold (i.e, multiplied with
// the load factor).
threshold = initialCapacity;
init();
}
/**
* Initialization hook for subclasses. This method is called
* in all constructors and pseudo-constructors (clone, readObject)
* after HashMap has been initialized but before any entries have
* been inserted. (In the absence of this method, readObject would
* require explicit knowledge of subclasses.)
*/
void init() {
}
主要就是进行一个赋值
put过程:
/**
* Associates the specified value with the specified key in this map.
* If the map previously contained a mapping for the key, the old
* value is replaced.
*
* @param key key with which the specified value is to be associated
* @param value value to be associated with the specified key
* @return the previous value associated with <tt>key</tt>, or
* <tt>null</tt> if there was no mapping for <tt>key</tt>.
* (A <tt>null</tt> return can also indicate that the map
* previously associated <tt>null</tt> with <tt>key</tt>.)
*/
public V put(K key, V value) {
if (table == EMPTY_TABLE) {
//初始化table
inflateTable(threshold);
}
if (key == null)//put key==null的值
return putForNullKey(value);
//根据key得到hash
int hash = sun.misc.Hashing.singleWordWangJenkinsHash(key);
//根据hash得到下标
int i = indexFor(hash, table.length);
//进行next链表检测key是否已经存在
for (HashMapEntry<K,V> e = table[i]; e != null; e = e.next) {
Object k;
//如果key已经存在 将重新赋值
if (e.hash == hash && ((k = e.key) == key || key.equals(k))) {
V oldValue = e.value;
e.value = value;
e.recordAccess(this);
return oldValue;
}
}
modCount++;
//添加新的值
addEntry(hash, key, value, i);
return null;
}
首先检测是否是空的装HashMapEntry数组的table，如果是空的将调用inflateTable进行初始化
/**
* Inflates the table.
*/
private void inflateTable(int toSize) {
// Find a power of 2 >= toSize
int capacity = roundUpToPowerOf2(toSize);
// Android-changed: Replace usage of Math.min() here because this method is
// called from the <clinit> of runtime, at which point the native libraries
// needed by Float.* might not be loaded.
float thresholdFloat = capacity * loadFactor;
if (thresholdFloat > MAXIMUM_CAPACITY + 1) {
thresholdFloat = MAXIMUM_CAPACITY + 1;
}
threshold = (int) thresholdFloat;
table = new HashMapEntry[capacity];
}
接着检测key==null，如果为null,将调用putForNullKey函数给key==null的key赋值
/**
* Offloaded version of put for null keys
*/
private V putForNullKey(V value) {
for (HashMapEntry<K,V> e = table[0]; e != null; e = e.next) {
if (e.key == null) {
V oldValue = e.value;
e.value = value;
e.recordAccess(this);
return oldValue;
}
}
modCount++;
addEntry(0, null, value, 0);
return null;
}
从这就可以看出 HashMap的key可以为null
接下来就到了HashMap的关键地方，HashMap自己实现了一个key的Hash值计算，然后根据计算出的hash值和当前容器的table的长度进行&运算得到index，然后根据这个index确定需要放置的位置。
int hash = sun.misc.Hashing.singleWordWangJenkinsHash(key);
int i = indexFor(hash, table.length);
/**
* Returns index for hash code h.
*/
static int indexFor(int h, int length) {
// assert Integer.bitCount(length) == 1 : "length must be a non-zero power of 2";
return h & (length-1);
}
这样计算的目的是为了根据hash值和table.length进行分组，也就是上面图示那样，然后通过链式的结构链接，这样的话就缩短了大量的查询时间。
拿到了所在的组，也就是下标位置，就拿到这个下标的HashMapEntry,然后进行next遍历，如果有存在的key就重新赋值返回即可。
for (HashMapEntry<K,V> e = table[i]; e != null; e = e.next) {
Object k;
if (e.hash == hash && ((k = e.key) == key || key.equals(k))) {
V oldValue = e.value;
e.value = value;
e.recordAccess(this);
return oldValue;
}
}
如果没有存在的key，那么先判断是否扩容
/**
* Adds a new entry with the specified key, value and hash code to
* the specified bucket. It is the responsibility of this
* method to resize the table if appropriate.
*
* Subclass overrides this to alter the behavior of put method.
*/
void addEntry(int hash, K key, V value, int bucketIndex) {
//判断扩容
if ((size >= threshold) && (null != table[bucketIndex])) {
resize(2 * table.length);//扩容以及数据重组
hash = (null != key) ? sun.misc.Hashing.singleWordWangJenkinsHash(key) : 0;
bucketIndex = indexFor(hash, table.length);
}
//创建一个新的Entry添加
createEntry(hash, key, value, bucketIndex);
}
扩容的方式为当前容量的两倍
/**
* Rehashes the contents of this map into a new array with a
* larger capacity. This method is called automatically when the
* number of keys in this map reaches its threshold.
*
* If current capacity is MAXIMUM_CAPACITY, this method does not
* resize the map, but sets threshold to Integer.MAX_VALUE.
* This has the effect of preventing future calls.
*
* @param newCapacity the new capacity, MUST be a power of two;
* must be greater than current capacity unless current
* capacity is MAXIMUM_CAPACITY (in which case value
* is irrelevant).
*/
void resize(int newCapacity) {
HashMapEntry[] oldTable = table;
int oldCapacity = oldTable.length;
if (oldCapacity == MAXIMUM_CAPACITY) {
threshold = Integer.MAX_VALUE;
return;
}
HashMapEntry[] newTable = new HashMapEntry[newCapacity];
transfer(newTable);
table = newTable;
threshold = (int)Math.min(newCapacity * loadFactor, MAXIMUM_CAPACITY + 1);
}
我们分组（下标）是根据table.length和key的hash值来决定的，所以在扩容之后，table.length变化了对应的分组（下标）就变化了，所以这时候需要重新组装数据
/**
* Transfers all entries from current table to newTable.
*/
void transfer(HashMapEntry[] newTable) {
int newCapacity = newTable.length;
for (HashMapEntry<K,V> e : table) {
while(null != e) {
HashMapEntry<K,V> next = e.next;
int i = indexFor(e.hash, newCapacity);
e.next = newTable[i];
newTable[i] = e;
e = next;
}
}
}
组装的方式如下图所示
jdk1.8 hashMap扩容例图
最后根据hash key value index得到一个新的HashMapEntry对象,将原来组(下标)的HashMapEntry作为这个新的对象的next指向即可。
/**
* Like addEntry except that this version is used when creating entries
* as part of Map construction or "pseudo-construction" (cloning,
* deserialization). This version needn't worry about resizing the table.
*
* Subclass overrides this to alter the behavior of HashMap(Map),
* clone, and readObject.
*/
void createEntry(int hash, K key, V value, int bucketIndex) {
HashMapEntry<K,V> e = table[bucketIndex];
table[bucketIndex] = new HashMapEntry<>(hash, key, value, e);
size++;
}
/**
* Creates new entry.
*/
HashMapEntry(int h, K k, V v, HashMapEntry<K,V> n) {
value = v;
next = n;
key = k;
hash = h;
}
有了put的分析，get过程理解就比较轻松了
/**
* Returns the value to which the specified key is mapped,
* or {@code null} if this map contains no mapping for the key.
*
* <p>More formally, if this map contains a mapping from a key
* {@code k} to a value {@code v} such that {@code (key==null ? k==null :
* key.equals(k))}, then this method returns {@code v}; otherwise
* it returns {@code null}. (There can be at most one such mapping.)
*
* <p>A return value of {@code null} does not <i>necessarily</i>
* indicate that the map contains no mapping for the key; it's also
* possible that the map explicitly maps the key to {@code null}.
* The {@link #containsKey containsKey} operation may be used to
* distinguish these two cases.
*
* @see #put(Object, Object)
*/
public V get(Object key) {
if (key == null)
return getForNullKey();
Entry<K,V> entry = getEntry(key);
return null == entry ? null : entry.getValue();
}
/**
* Offloaded version of get() to look up null keys. Null keys map
* to index 0. This null case is split out into separate methods
* for the sake of performance in the two most commonly used
* operations (get and put), but incorporated with conditionals in
* others.
*/
private V getForNullKey() {
if (size == 0) {
return null;
}
for (HashMapEntry<K,V> e = table[0]; e != null; e = e.next) {
if (e.key == null)
return e.value;
}
return null;
}
/**
* Returns the entry associated with the specified key in the
* HashMap. Returns null if the HashMap contains no mapping
* for the key.
*/
final Entry<K,V> getEntry(Object key) {
if (size == 0) {
return null;
}
int hash = (key == null) ? 0 : sun.misc.Hashing.singleWordWangJenkinsHash(key);
for (HashMapEntry<K,V> e = table[indexFor(hash, table.length)];
e != null;
e = e.next) {
Object k;
if (e.hash == hash &&
((k = e.key) == key || (key != null && key.equals(k))))
return e;
}
return null;
}
先判断key值是否是null，如果是null的话那么将在第0组（下标）查找，如果不是的话就通过key的hash和table.length得到对应的组（下标）查找，查找的过程就是对其HashMapEntry进行next遍历查找判断即可。
remove过程
/**
* Removes the mapping for the specified key from this map if present.
*
* @param key key whose mapping is to be removed from the map
* @return the previous value associated with <tt>key</tt>, or
* <tt>null</tt> if there was no mapping for <tt>key</tt>.
* (A <tt>null</tt> return can also indicate that the map
* previously associated <tt>null</tt> with <tt>key</tt>.)
*/
public V remove(Object key) {
Entry<K,V> e = removeEntryForKey(key);
return (e == null ? null : e.getValue());
}
/**
* Removes and returns the entry associated with the specified key
* in the HashMap. Returns null if the HashMap contains no mapping
* for this key.
*/
final Entry<K,V> removeEntryForKey(Object key) {
if (size == 0) {
return null;
}
int hash = (key == null) ? 0 : sun.misc.Hashing.singleWordWangJenkinsHash(key);
int i = indexFor(hash, table.length);
HashMapEntry<K,V> prev = table[i];
HashMapEntry<K,V> e = prev;
while (e != null) {
HashMapEntry<K,V> next = e.next;
Object k;
if (e.hash == hash &&
((k = e.key) == key || (key != null && key.equals(k)))) {
modCount++;
size--;
if (prev == e)
table[i] = next;
else
prev.next = next;
e.recordRemoval(this);
return e;
}
prev = e;
e = next;
}
return e;
}
remove过程也是先得到对应的组（下标），然后申明一个HashMapEntry零时变量prev记录上一个指标，对当前组的HashMapEntry进行next遍历，在遍历过程中将值赋予prev，然后判断key相同重新将其prev的next指向接下来的哪个HashMapEntry即可。
如图所示:
remove
参考链接：
HashMap实现原理及源码分析
HashMap的扩容机制---resize()
水平有限，文中有什么不对或者有什么建议希望大家能够指出，谢谢！
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