改进一:取消segments字段,直接采用transient volatile HashEntry
改进二:将原先table数组+单向链表的数据结构,变更为table数组+单向链表+红黑树的结构。对于hash表来说,最核心的能力在于将key hash之后能均匀的分布在数组中。如果hash之后散列的很均匀,那么table数组中的每个队列长度主要为0或者1。但实际情况并非总是如此理想,虽然ConcurrentHashMap类默认的加载因子为0.75,但是在数据量过大或者运气不佳的情况下,还是会存在一些队列长度过长的情况,如果还是采用单向列表方式,那么查询某个节点的时间复杂度为O(n);因此,对于个数超过8(默认值)的列表,jdk1.8中采用了红黑树的结构,那么查询的时间复杂度可以降低到O(logN),可以改进性能。
使用 Node(1.7 为 Entry) 作为链表的数据结点,仍然包含 key,value,hash 和 next 四个属性。 红黑树的情况使用的是 TreeNode(extends Node)。
根据数组元素中,第一个结点数据类型是 Node 还是 TreeNode 可以判断该位置下是链表还是红黑树。
用于判断是否需要将链表转换为红黑树的阈值
/**
* The bin count threshold for using a tree rather than list for a
* bin. Bins are converted to trees when adding an element to a
* bin with at least this many nodes. The value must be greater
* than 2, and should be at least 8 to mesh with assumptions in
* tree removal about conversion back to plain bins upon
* shrinkage.
*/
static final int TREEIFY_THRESHOLD = 8;
用于判断是否需要将红黑树转换为链表的阈值:
/**
* The bin count threshold for untreeifying a (split) bin during a
* resize operation. Should be less than TREEIFY_THRESHOLD, and at
* most 6 to mesh with shrinkage detection under removal.
*/
static final int UNTREEIFY_THRESHOLD = 6;
Node是最核心的内部类,它包装了key-value键值对。定义基本和1.7中的HashEntry相同。
/**
* Key-value entry. This class is never exported out as a
* user-mutable Map.Entry (i.e., one supporting setValue; see
* MapEntry below), but can be used for read-only traversals used
* in bulk tasks. Subclasses of Node with a negative hash field
* are special, and contain null keys and values (but are never
* exported). Otherwise, keys and vals are never null.
*/
static class Node<K,V> implements Entry<K,V> {
final int hash;
final K key;
volatile V val;
volatile Node<K,V> next;
Node(int hash, K key, V val, Node<K,V> next) {
this.hash = hash;
this.key = key;
this.val = val;
this.next = next;
}
树节点类,另外一个核心的数据结构。当链表长度过长的时候,会转换为TreeNode。
/**
* Nodes for use in TreeBins
*/
static final class TreeNode<K,V> extends Node<K,V> {
TreeNode<K,V> parent; // red-black tree links
TreeNode<K,V> left;
TreeNode<K,V> right;
TreeNode<K,V> prev; // needed to unlink next upon deletion
boolean red;
与1.8中HashMap不同点:
1、它并不是直接转换为红黑树,而是把这些结点放在TreeBin对象中,由TreeBin完成对红黑树的包装。
2、TreeNode在ConcurrentHashMap扩展自Node类,而并非HashMap中的扩展自LinkedHashMap.Entry
负责TreeNode节点。它代替了TreeNode的根节点,也就是说在实际的ConcurrentHashMap“数组”中,存放的是TreeBin对象,而不是TreeNode对象。另外这个类还带有了读写锁机制。
/**
* TreeNodes used at the heads of bins. TreeBins do not hold user
* keys or values, but instead point to list of TreeNodes and
* their root. They also maintain a parasitic read-write lock
* forcing writers (who hold bin lock) to wait for readers (who do
* not) to complete before tree restructuring operations.
*/
static final class TreeBin<K,V> extends Node<K,V> {
TreeNode<K,V> root;
volatile TreeNode<K,V> first;
volatile Thread waiter;
volatile int lockState;
// values for lockState
static final int WRITER = 1; // set while holding write lock
static final int WAITER = 2; // set when waiting for write lock
static final int READER = 4; // increment value for setting read lock