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字节大佬带你深度解析LinkedList源码

字节大佬带你深度解析LinkedList源码

作者: 程序员阿远 | 来源:发表于2022-04-26 20:28 被阅读0次

    概述

    LinkedList同时实现了List接口和Deque接口,也就是说它既可以看作一个顺序容器,又可以看作一个队列(Queue),同时又可以看作一个栈(Stack)。这样看来,LinkedList简直就是个全能冠军。当你需要使用栈或者队列时,可以考虑使用LinkedList,一方面是因为Java官方已经声明不建议使用Stack类,更遗憾的是,Java里根本没有一个叫做Queue的类(它是个接口名字)。关于栈或队列,现在的首选是ArrayDeque,它有着比LinkedList(当作栈或队列使用时)有着更好的性能。

    image.png

    LinkedList的实现方式决定了所有跟下标相关的操作都是线性时间,而在首段或者末尾删除元素只需要常数时间。为追求效率LinkedList没有实现同步(synchronized),如果需要多个线程并发访问,可以先采用
    Collections.synchronizedList()方法对其进行包装。

    LinkedLists实现

    底层数据结构

    LinkedList底层通过双向链表实现,本节将着重讲解插入和删除元素时双向链表的维护过程,也即是之间解跟List接口相关的函数,而将Queue和Stack以及Deque相关的知识放在下一节讲。双向链表的每个节点用内部类Node表示。LinkedList通过first和last引用分别指向链表的第一个和最后一个元素。注意这里没有所谓的哑元,当链表为空的时候first和last都指向null。

    transient int size = 0;

    /**
    * Pointer to first node.
    * Invariant: (first == null && last == null) ||
    * (first.prev == null && first.item != null)
    */
    transient Node<E> first;
    /**
    * Pointer to last node.
    * Invariant: (first == null && last == null) ||
    * (last.next == null && last.item != null)
    */
    transient Node<E> last;
    

    其中Node是私有的内部类:

    private static class Node<E> {
    E item;
    Node<E> next;
    Node<E> prev;
    Node(Node<E> prev, E element, Node<E> next) {
    this.item = element;
    this.next = next;
    this.prev = prev;
    }
    }
    

    构造函数

    /**
    * Constructs an empty list.
    */
    public LinkedList() {
    }
    /**
    * Constructs a list containing the elements of the specified
    * collection, in the order they are returned by the collection's
    * iterator.
    *
    * @param c the collection whose elements are to be placed into this list
    * @throws NullPointerException if the specified collection is null
    */
    public LinkedList(Collection<? extends E> c) {
    this();
    addAll(c);
    }
    

    getFirst(), getLast()

    获取第一个元素, 和获取最后一个元素:

    /**
    * Returns the first element in this list.
    *
    * @return the first element in this list
    * @throws NoSuchElementException if this list is empty
    */
    public E getFirst() {
    final Node<E> f = first;
    if (f == null)
    throw new NoSuchElementException();
    return f.item;
    }
    /**
    * Returns the last element in this list.
    *
    * @return the last element in this list
    * @throws NoSuchElementException if this list is empty
    */
    public E getLast() {
    final Node<E> l = last;
    if (l == null)
    throw new NoSuchElementException();
    return l.item;
    }
    

    removeFirest(), removeLast(), remove(e), remove(index)

    remove()方法也有两个版本,一个是删除跟指定元素相等的第一个元素remove(Object o),另一个是删除指定下标处的元素remove(int index)。

    删除元素 - 指的是删除第一次出现的这个元素, 如果没有这个元素,则返回false;判读的依据是equals方法, 如果equals,则直接unlink这个node;由于LinkedList可存放null元素,故也可以删除第一次出现null的元素;

    /**
    * Removes the first occurrence of the specified element from this list,
    * if it is present. If this list does not contain the element, it is
    * unchanged. More formally, removes the element with the lowest index
    * {@code i} such that
    * <tt>(o==null ? get(i)==null : o.equals(get(i)))</tt>
    * (if such an element exists). Returns {@code true} if this list
    * contained the specified element (or equivalently, if this list
    * changed as a result of the call).
    *
    * @param o element to be removed from this list, if present
    * @return {@code true} if this list contained the specified element
    */
    public boolean remove(Object o) {
    if (o == null) {
    for (Node<E> x = first; x != null; x = x.next) {
    if (x.item == null) {
    unlink(x);
    return true;
    }
    }
    } else {
    for (Node<E> x = first; x != null; x = x.next) {
    if (o.equals(x.item)) {
    unlink(x);
    return true;
    }
    }
    }
    return false;
    }
    
    /**
    * Unlinks non-null node x.
    */
    E unlink(Node<E> x) {
    // assert x != null;
    final E element = x.item;
    final Node<E> next = x.next;
    final Node<E> prev = x.prev;
    if (prev == null) {// 第一个元素
    first = next;
    } else {
    prev.next = next;
    x.prev = null;
    }
    if (next == null) {// 最后一个元素
    last = prev;
    } else {
    next.prev = prev;
    x.next = null;
    }
    x.item = null; // GC
    size--;
    modCount++;
    return element;
    }
    

    remove(int index)使用的是下标计数, 只需要判断该index是否有元素即可,如果有则直接unlink这个node。

    /**
    * Removes the element at the specified position in this list. Shifts any
    * subsequent elements to the left (subtracts one from their indices).
    * Returns the element that was removed from the list.
    *
    * @param index the index of the element to be removed
    * @return the element previously at the specified position
    * @throws IndexOutOfBoundsException {@inheritDoc}
    */
    public E remove(int index) {
    checkElementIndex(index);
    return unlink(node(index));
    }
    

    删除head元素:

    /**
    * Removes and returns the first element from this list.
    *
    * @return the first element from this list
    * @throws NoSuchElementException if this list is empty
    */
    public E removeFirst() {
    final Node<E> f = first;
    if (f == null)
    throw new NoSuchElementException();
    return unlinkFirst(f);
    }
    /**
    * Unlinks non-null first node f.
    */
    private E unlinkFirst(Node<E> f) {
    // assert f == first && f != null;
    final E element = f.item;
    final Node<E> next = f.next;
    f.item = null;
    f.next = null; // help GC
    first = next;
    if (next == null)
    last = null;
    else
    next.prev = null;
    size--;
    modCount++;
    return element;
    }
    

    删除last元素:

    /**
    * Removes and returns the last element from this list.
    *
    * @return the last element from this list
    * @throws NoSuchElementException if this list is empty
    */
    public E removeLast() {
    final Node<E> l = last;
    if (l == null)
    throw new NoSuchElementException();
    return unlinkLast(l);
    }
    
    /**
    * Unlinks non-null last node l.
    */
    private E unlinkLast(Node<E> l) {
    // assert l == last && l != null;
    final E element = l.item;
    final Node<E> prev = l.prev;
    l.item = null;
    l.prev = null; // help GC
    last = prev;
    if (prev == null)
    first = null;
    else
    prev.next = null;
    size--;
    modCount++;
    return element;
    }
    

    add()

    add()方法有两个版本,一个是add(E e),该方法在LinkedList*的末尾插入元素,因为有last指向链表末尾,在末尾插入元素的花费是常数时间。只需要简单修改几个相关引用即可;另一个是add(int index, E element),该方法是在指定下表处插入元素,需要先通过线性查找找到具体位置,然后修改相关引用完成插入操作。

    /**
    * Appends the specified element to the end of this list.
    *
    * <p>This method is equivalent to {@link #addLast}.
    *
    * @param e element to be appended to this list
    * @return {@code true} (as specified by {@link Collection#add})
    */
    public boolean add(E e) {
    linkLast(e);
    return true;
    }
    
    /**
    * Links e as last element.
    */
    void linkLast(E e) {
    final Node<E> l = last;
    final Node<E> newNode = new Node<>(l, e, null);
    last = newNode;
    if (l == null)
    first = newNode;
    else
    l.next = newNode;
    size++;
    modCount++;
    }
    
    image.png

    add(int index, E element), 当index==size时,等同于add(E e); 如果不是,则分两步: 1.先根据index找到要插入的位置,即node(index)方法;2.修改引用,完成插入操作。

    /**
    * Inserts the specified element at the specified position in this list.
    * Shifts the element currently at that position (if any) and any
    * subsequent elements to the right (adds one to their indices).
    *
    * @param index index at which the specified element is to be inserted
    * @param element element to be inserted
    * @throws IndexOutOfBoundsException {@inheritDoc}
    */
    public void add(int index, E element) {
    checkPositionIndex(index);
    if (index == size)
    linkLast(element);
    else
    linkBefore(element, node(index));
    }
    

    上面代码中的node(int index)函数有一点小小的trick,因为链表双向的,可以从开始往后找,也可以从结尾往前找,具体朝那个方向找取决于条件index < (size >> 1),也即是index是靠近前端还是后端。从这里也可以看出,linkedList通过index检索元素的效率没有arrayList高。

    /**
    * Returns the (non-null) Node at the specified element index.
    */
    Node<E> node(int index) {
    // assert isElementIndex(index);
    if (index < (size >> 1)) {
    Node<E> x = first;
    for (int i = 0; i < index; i++)
    x = x.next;
    return x;
    } else {
    Node<E> x = last;
    for (int i = size - 1; i > index; i--)
    x = x.prev;
    return x;
    }
    }
    

    addAll()

    addAll(index, c) 实现方式并不是直接调用add(index,e)来实现,主要是因为效率的问题,另一个是fail-fast中modCount只会增加1次;

    /**
    * Appends all of the elements in the specified collection to the end of
    * this list, in the order that they are returned by the specified
    * collection's iterator. The behavior of this operation is undefined if
    * the specified collection is modified while the operation is in
    * progress. (Note that this will occur if the specified collection is
    * this list, and it's nonempty.)
    *
    * @param c collection containing elements to be added to this list
    * @return {@code true} if this list changed as a result of the call
    * @throws NullPointerException if the specified collection is null
    */
    public boolean addAll(Collection<? extends E> c) {
    return addAll(size, c);
    }
    /**
    * Inserts all of the elements in the specified collection into this
    * list, starting at the specified position. Shifts the element
    * currently at that position (if any) and any subsequent elements to
    * the right (increases their indices). The new elements will appear
    * in the list in the order that they are returned by the
    * specified collection's iterator.
    *
    * @param index index at which to insert the first element
    * from the specified collection
    * @param c collection containing elements to be added to this list
    * @return {@code true} if this list changed as a result of the call
    * @throws IndexOutOfBoundsException {@inheritDoc}
    * @throws NullPointerException if the specified collection is null
    */
    public boolean addAll(int index, Collection<? extends E> c) {
    checkPositionIndex(index);
    Object[] a = c.toArray();
    int numNew = a.length;
    if (numNew == 0)
    return false;
    Node<E> pred, succ;
    if (index == size) {
    succ = null;
    pred = last;
    } else {
    succ = node(index);
    pred = succ.prev;
    }
    for (Object o : a) {
    @SuppressWarnings("unchecked") E e = (E) o;
    Node<E> newNode = new Node<>(pred, e, null);
    if (pred == null)
    first = newNode;
    else
    pred.next = newNode;
    pred = newNode;
    }
    if (succ == null) {
    last = pred;
    } else {
    pred.next = succ;
    succ.prev = pred;
    }
    size += numNew;
    modCount++;
    return true;
    }
    

    clear()

    为了让GC更快可以回收放置的元素,需要将node之间的引用关系赋空。

    /**
    * Removes all of the elements from this list.
    * The list will be empty after this call returns.
    */
    public void clear() {
    // Clearing all of the links between nodes is "unnecessary", but:
    // - helps a generational GC if the discarded nodes inhabit
    // more than one generation
    // - is sure to free memory even if there is a reachable Iterator
    for (Node<E> x = first; x != null; ) {
    Node<E> next = x.next;
    x.item = null;
    x.next = null;
    x.prev = null;
    x = next;
    }
    first = last = null;
    size = 0;
    modCount++;
    }
    

    Positional Access 方法

    通过index获取元素

    /**
    * Returns the element at the specified position in this list.
    *
    * @param index index of the element to return
    * @return the element at the specified position in this list
    * @throws IndexOutOfBoundsException {@inheritDoc}
    */
    public E get(int index) {
    checkElementIndex(index);
    return node(index).item;
    }
    

    将某个位置的元素重新赋值:

    /**
    * Replaces the element at the specified position in this list with the
    * specified element.
    *
    * @param index index of the element to replace
    * @param element element to be stored at the specified position
    * @return the element previously at the specified position
    * @throws IndexOutOfBoundsException {@inheritDoc}
    */
    public E set(int index, E element) {
    checkElementIndex(index);
    Node<E> x = node(index);
    E oldVal = x.item;
    x.item = element;
    return oldVal;
    }
    

    将元素插入到指定index位置:

    /**
    * Inserts the specified element at the specified position in this list.
    * Shifts the element currently at that position (if any) and any
    * subsequent elements to the right (adds one to their indices).
    *
    * @param index index at which the specified element is to be inserted
    * @param element element to be inserted
    * @throws IndexOutOfBoundsException {@inheritDoc}
    */
    public void add(int index, E element) {
    checkPositionIndex(index);
    if (index == size)
    linkLast(element);
    else
    linkBefore(element, node(index));
    }
    

    删除指定位置的元素:

    /**
    * Removes the element at the specified position in this list. Shifts any
    * subsequent elements to the left (subtracts one from their indices).
    * Returns the element that was removed from the list.
    *
    * @param index the index of the element to be removed
    * @return the element previously at the specified position
    * @throws IndexOutOfBoundsException {@inheritDoc}
    */
    public E remove(int index) {
    checkElementIndex(index);
    return unlink(node(index));
    }
    

    其它位置的方法:

    /**
    * Tells if the argument is the index of an existing element.
    */
    private boolean isElementIndex(int index) {
    return index >= 0 && index < size;
    }
    /**
    * Tells if the argument is the index of a valid position for an
    * iterator or an add operation.
    */
    private boolean isPositionIndex(int index) {
    return index >= 0 && index <= size;
    }
    /**
    * Constructs an IndexOutOfBoundsException detail message.
    * Of the many possible refactorings of the error handling code,
    * this "outlining" performs best with both server and client VMs.
    */
    private String outOfBoundsMsg(int index) {
    return "Index: "+index+", Size: "+size;
    }
    private void checkElementIndex(int index) {
    if (!isElementIndex(index))
    throw new IndexOutOfBoundsException(outOfBoundsMsg(index));
    }
    private void checkPositionIndex(int index) {
    if (!isPositionIndex(index))
    throw new IndexOutOfBoundsException(outOfBoundsMsg(index));
    }
    

    查找操作

    查找操作的本质是查找元素的下标:

    查找第一次出现的index, 如果找不到返回-1;

    /**
    * Returns the index of the first occurrence of the specified element
    * in this list, or -1 if this list does not contain the element.
    * More formally, returns the lowest index {@code i} such that
    * <tt>(o==null ? get(i)==null : o.equals(get(i)))</tt>,
    * or -1 if there is no such index.
    *
    * @param o element to search for
    * @return the index of the first occurrence of the specified element in
    * this list, or -1 if this list does not contain the element
    */
    public int indexOf(Object o) {
    int index = 0;
    if (o == null) {
    for (Node<E> x = first; x != null; x = x.next) {
    if (x.item == null)
    return index;
    index++;
    }
    } else {
    for (Node<E> x = first; x != null; x = x.next) {
    if (o.equals(x.item))
    return index;
    index++;
    }
    }
    return -1;
    }
    

    查找最后一次出现的index, 如果找不到返回-1;

    /**
    * Returns the index of the last occurrence of the specified element
    * in this list, or -1 if this list does not contain the element.
    * More formally, returns the highest index {@code i} such that
    * <tt>(o==null ? get(i)==null : o.equals(get(i)))</tt>,
    * or -1 if there is no such index.
    *
    * @param o element to search for
    * @return the index of the last occurrence of the specified element in
    * this list, or -1 if this list does not contain the element
    */
    public int lastIndexOf(Object o) {
    int index = size;
    if (o == null) {
    for (Node<E> x = last; x != null; x = x.prev) {
    index--;
    if (x.item == null)
    return index;
    }
    } else {
    for (Node<E> x = last; x != null; x = x.prev) {
    index--;
    if (o.equals(x.item))
    return index;
    }
    }
    return -1;
    }
    

    Queue 方法

    /**
    * Retrieves, but does not remove, the head (first element) of this list.
    *
    * @return the head of this list, or {@code null} if this list is empty
    * @since 1.5
    */
    public E peek() {
    final Node<E> f = first;
    return (f == null) ? null : f.item;
    }
    /**
    * Retrieves, but does not remove, the head (first element) of this list.
    *
    * @return the head of this list
    * @throws NoSuchElementException if this list is empty
    * @since 1.5
    */
    public E element() {
    return getFirst();
    }
    /**
    * Retrieves and removes the head (first element) of this list.
    *
    * @return the head of this list, or {@code null} if this list is empty
    * @since 1.5
    */
    public E poll() {
    final Node<E> f = first;
    return (f == null) ? null : unlinkFirst(f);
    }
    /**
    * Retrieves and removes the head (first element) of this list.
    *
    * @return the head of this list
    * @throws NoSuchElementException if this list is empty
    * @since 1.5
    */
    public E remove() {
    return removeFirst();
    }
    /**
    * Adds the specified element as the tail (last element) of this list.
    *
    * @param e the element to add
    * @return {@code true} (as specified by {@link Queue#offer})
    * @since 1.5
    */
    public boolean offer(E e) {
    return add(e);
    }
    

    Deque 方法

    复制
    /**
    * Inserts the specified element at the front of this list.
    *
    * @param e the element to insert
    * @return {@code true} (as specified by {@link Deque#offerFirst})
    * @since 1.6
    */
    public boolean offerFirst(E e) {
    addFirst(e);
    return true;
    }
    /**
    * Inserts the specified element at the end of this list.
    *
    * @param e the element to insert
    * @return {@code true} (as specified by {@link Deque#offerLast})
    * @since 1.6
    */
    public boolean offerLast(E e) {
    addLast(e);
    return true;
    }
    /**
    * Retrieves, but does not remove, the first element of this list,
    * or returns {@code null} if this list is empty.
    *
    * @return the first element of this list, or {@code null}
    * if this list is empty
    * @since 1.6
    */
    public E peekFirst() {
    final Node<E> f = first;
    return (f == null) ? null : f.item;
    }
    /**
    * Retrieves, but does not remove, the last element of this list,
    * or returns {@code null} if this list is empty.
    *
    * @return the last element of this list, or {@code null}
    * if this list is empty
    * @since 1.6
    */
    public E peekLast() {
    final Node<E> l = last;
    return (l == null) ? null : l.item;
    }
    /**
    * Retrieves and removes the first element of this list,
    * or returns {@code null} if this list is empty.
    *
    * @return the first element of this list, or {@code null} if
    * this list is empty
    * @since 1.6
    */
    public E pollFirst() {
    final Node<E> f = first;
    return (f == null) ? null : unlinkFirst(f);
    }
    /**
    * Retrieves and removes the last element of this list,
    * or returns {@code null} if this list is empty.
    *
    * @return the last element of this list, or {@code null} if
    * this list is empty
    * @since 1.6
    */
    public E pollLast() {
    final Node<E> l = last;
    return (l == null) ? null : unlinkLast(l);
    }
    /**
    * Pushes an element onto the stack represented by this list. In other
    * words, inserts the element at the front of this list.
    *
    * <p>This method is equivalent to {@link #addFirst}.
    *
    * @param e the element to push
    * @since 1.6
    */
    public void push(E e) {
    addFirst(e);
    }
    /**
    * Pops an element from the stack represented by this list. In other
    * words, removes and returns the first element of this list.
    *
    * <p>This method is equivalent to {@link #removeFirst()}.
    *
    * @return the element at the front of this list (which is the top
    * of the stack represented by this list)
    * @throws NoSuchElementException if this list is empty
    * @since 1.6
    */
    public E pop() {
    return removeFirst();
    }
    /**
    * Removes the first occurrence of the specified element in this
    * list (when traversing the list from head to tail). If the list
    * does not contain the element, it is unchanged.
    *
    * @param o element to be removed from this list, if present
    * @return {@code true} if the list contained the specified element
    * @since 1.6
    */
    public boolean removeFirstOccurrence(Object o) {
    return remove(o);
    }
    /**
    * Removes the last occurrence of the specified element in this
    * list (when traversing the list from head to tail). If the list
    * does not contain the element, it is unchanged.
    *
    * @param o element to be removed from this list, if present
    * @return {@code true} if the list contained the specified element
    * @since 1.6
    */
    public boolean removeLastOccurrence(Object o) {
    if (o == null) {
    for (Node<E> x = last; x != null; x = x.prev) {
    if (x.item == null) {
    unlink(x);
    return true;
    }
    }
    } else {
    for (Node<E> x = last; x != null; x = x.prev) {
    if (o.equals(x.item)) {
    unlink(x);
    return true;
    }
    }
    }
    return false;
    }
    

    </article>

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