内容简介:相信写Java代码不久就会接触到ArrayList,这是个容器类,我们在使用的时候觉得这个容器好像是无限大的一样,我们可以不断的操作它(add、get、remove),其实它的内部实现是基于数组的,这篇文章就是介绍其内部原理。了解原理后,我们在使用的时候可以根据实际情况来配置它,让它拥有更好的性能和更少的内存占用。从这个字段结构,我们得到以下信息:下面我们通过我们使用ArrayList时常用的方法来慢慢分析它的源码。
相信写 Java 代码不久就会接触到ArrayList,这是个容器类,我们在使用的时候觉得这个容器好像是无限大的一样,我们可以不断的操作它(add、get、remove),其实它的内部实现是基于数组的,这篇文章就是介绍其内部原理。了解原理后,我们在使用的时候可以根据实际情况来配置它,让它拥有更好的性能和更少的内存占用。
ArrayList类主要字段
private static final long serialVersionUID = 8683452581122892189L; /** * Default initial capacity. */ private static final int DEFAULT_CAPACITY = 10; /** * Shared empty array instance used for empty instances. */ private static final Object[] EMPTY_ELEMENTDATA = {}; /** * Shared empty array instance used for default sized empty instances. We * distinguish this from EMPTY_ELEMENTDATA to know how much to inflate when * first element is added. */ private static final Object[] DEFAULTCAPACITY_EMPTY_ELEMENTDATA = {}; /** * The array buffer into which the elements of the ArrayList are stored. * The capacity of the ArrayList is the length of this array buffer. Any * empty ArrayList with elementData == DEFAULTCAPACITY_EMPTY_ELEMENTDATA * will be expanded to DEFAULT_CAPACITY when the first element is added. */ transient Object[] elementData; // non-private to simplify nested class access /** * The size of the ArrayList (the number of elements it contains). * * @serial */ private int size; /** * The maximum size of array to allocate. * Some VMs reserve some header words in an array. * Attempts to allocate larger arrays may result in * OutOfMemoryError: Requested array size exceeds VM limit */ private static final int MAX_ARRAY_SIZE = Integer.MAX_VALUE - 8; 复制代码
从这个字段结构,我们得到以下信息:
- ArrayList内部主要是使用Object[] elementData来存储我们添加的数据。
- size字段记录当前List已经存储的数据的个数。
- DEFAULT_CAPACITY字段标记默认初始化ArrayList时分配的数组的长度。
- EMPTY_ELEMENTDATA和DEFAULTCAPACITY_EMPTY_ELEMENTDATA是定义的两个空数组,为什么要使用两个呢?下面我们会分析原因。
ArrayList相关方法解析
下面我们通过我们使用ArrayList时常用的方法来慢慢分析它的源码。
构造函数
/** * Constructs an empty list with the specified initial capacity. * * @param initialCapacity the initial capacity of the list * @throws IllegalArgumentException if the specified initial capacity * is negative */ public ArrayList(int initialCapacity) { if (initialCapacity > 0) { this.elementData = new Object[initialCapacity]; } else if (initialCapacity == 0) { this.elementData = EMPTY_ELEMENTDATA; } else { throw new IllegalArgumentException("Illegal Capacity: "+ initialCapacity); } } /** * Constructs an empty list with an initial capacity of ten. */ public ArrayList() { this.elementData = DEFAULTCAPACITY_EMPTY_ELEMENTDATA; } /** * 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 ArrayList(Collection<? extends E> c) { elementData = c.toArray(); if ((size = elementData.length) != 0) { // c.toArray might (incorrectly) not return Object[] (see 6260652) if (elementData.getClass() != Object[].class) elementData = Arrays.copyOf(elementData, size, Object[].class); } else { // replace with empty array. this.elementData = EMPTY_ELEMENTDATA; } } 复制代码
ArrayList构造函数一共有3个:
- 我们最常用的new ArrayList()其实只是把elementData指向了默认空数组而已(DEFAULTCAPACITY_EMPTY_ELEMENTDATA)。
- initialCapacity容量的构造函数源码也很简单,如果initialCapacity>0就创建一个initialCapacity容量的数组,如果initialCapacity==0,elementData只是指向EMPTY_ELEMENTDATA。
-
最后的构造函数是使用Collection集合来初始化ArrayList。先将Collection集合转化成数组,然后根据size来执行不同的操作。如果转化后的数组不是Object类型的,就重新创建一个size大小的数组。
下面我们就从常用的方法来一步步解读ArrayList的源码。
add方法
/** * Appends the specified element to the end of this list. * * @param e element to be appended to this list * @return <tt>true</tt> (as specified by {@link Collection#add}) */ public boolean add(E e) { ensureCapacityInternal(size + 1); // Increments modCount!! elementData[size++] = e; return true; } /** * 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) { rangeCheckForAdd(index); ensureCapacityInternal(size + 1); // Increments modCount!! System.arraycopy(elementData, index, elementData, index + 1, size - index); elementData[index] = element; size++; } 复制代码
从上面我们看到,add(E e)方法直接将元素添加到数组末尾。而add(int index,E element)方法将元素添加到指定的index位置,当然原先index后面的元素需要调整位置(都往后挪一个位置)。
我们从上面的源码中看到ensureCapacityInternal方法,继续往下看源码:
private void ensureCapacityInternal(int minCapacity) { if (elementData == DEFAULTCAPACITY_EMPTY_ELEMENTDATA) { minCapacity = Math.max(DEFAULT_CAPACITY, minCapacity); } ensureExplicitCapacity(minCapacity); } private void ensureExplicitCapacity(int minCapacity) { modCount++; // overflow-conscious code if (minCapacity - elementData.length > 0) grow(minCapacity); } /** * Increases the capacity to ensure that it can hold at least the * number of elements specified by the minimum capacity argument. * * @param minCapacity the desired minimum capacity */ private void grow(int minCapacity) { // overflow-conscious code int oldCapacity = elementData.length; int newCapacity = oldCapacity + (oldCapacity >> 1); if (newCapacity - minCapacity < 0) newCapacity = minCapacity; if (newCapacity - MAX_ARRAY_SIZE > 0) newCapacity = hugeCapacity(minCapacity); // minCapacity is usually close to size, so this is a win: elementData = Arrays.copyOf(elementData, newCapacity); } private static int hugeCapacity(int minCapacity) { if (minCapacity < 0) // overflow throw new OutOfMemoryError(); return (minCapacity > MAX_ARRAY_SIZE) ? Integer.MAX_VALUE : MAX_ARRAY_SIZE; } 复制代码
情况1:
我们先看ensureCapacityInternal方法。第一步:如果elementData指向DEFAULTCAPACITY_EMPTY_ELEMENTDATA,那么就扩容数组到DEFAULT_CAPACITY(10)。通过这一步我们知道只有我们new ArrayList()的时,elementData == DEFAULTCAPACITY_EMPTY_ELEMENTDATA条件才会成立。第二步:我们根据流程ensureCapacityInternal-->ensureExplicitCapacity-->grow,我们知道这种情况下ArrayList会创建一个长度为10的数组。 情况2:
上面分析ArrayList构造器时,elementData也会指向EMPTY_ELEMENTDATA空数组。只有new ArrayList(0)或者new ArrayList(空集合)才会成立。这种情况下,我们根据ensureCapacityInternal-->ensureExplicitCapacity-->grow流程来看,这时候分配的数组很小(占用内存小),这是保守的内存分配策略。 总结:
通过上面的分析,我们知道了DEFAULTCAPACITY_EMPTY_ELEMENTDATA和EMPTY_ELEMENTDATA两个空数组的不同用途。前者默认创建10个元素的数组,然后在这个基础上进行扩容。后者是比较保守的内存分配策略,数据扩容比较缓慢。
grow方法解析
grow方法是整个ArrayList扩容的核心,下面我们来看下其源码:
/** * Increases the capacity to ensure that it can hold at least the * number of elements specified by the minimum capacity argument. * * @param minCapacity the desired minimum capacity */ private void grow(int minCapacity) { // overflow-conscious code int oldCapacity = elementData.length; int newCapacity = oldCapacity + (oldCapacity >> 1); if (newCapacity - minCapacity < 0) newCapacity = minCapacity; if (newCapacity - MAX_ARRAY_SIZE > 0) newCapacity = hugeCapacity(minCapacity); // minCapacity is usually close to size, so this is a win: elementData = Arrays.copyOf(elementData, newCapacity); } private static int hugeCapacity(int minCapacity) { if (minCapacity < 0) // overflow throw new OutOfMemoryError(); return (minCapacity > MAX_ARRAY_SIZE) ? Integer.MAX_VALUE : MAX_ARRAY_SIZE; } 复制代码
我们看到ArrayList默认扩容大小是原大小的1.5倍。下面逻辑依次是判断一些边界的情况:
- 如果newCapacity小于minCapacity,那么就将数组大小调整为minCapacity大小。
- 如果minCapacity的值在MAX_ARRAY_SIZE和Integer.MAX_VALUE之间,那么新数组分配Integer.MAX_VALUE大小,否则分配MAX_ARRAY_SIZE。
contains,indexOf,lastIndexOf相关检索方法
/** * Returns <tt>true</tt> if this list contains the specified element. * More formally, returns <tt>true</tt> if and only if this list contains * at least one element <tt>e</tt> such that * <tt>(o==null ? e==null : o.equals(e))</tt>. * * @param o element whose presence in this list is to be tested * @return <tt>true</tt> if this list contains the specified element */ public boolean contains(Object o) { return indexOf(o) >= 0; } /** * 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 <tt>i</tt> such that * <tt>(o==null ? get(i)==null : o.equals(get(i)))</tt>, * or -1 if there is no such index. */ public int indexOf(Object o) { if (o == null) { for (int i = 0; i < size; i++) if (elementData[i]==null) return i; } else { for (int i = 0; i < size; i++) if (o.equals(elementData[i])) return i; } return -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 <tt>i</tt> such that * <tt>(o==null ? get(i)==null : o.equals(get(i)))</tt>, * or -1 if there is no such index. */ public int lastIndexOf(Object o) { if (o == null) { for (int i = size-1; i >= 0; i--) if (elementData[i]==null) return i; } else { for (int i = size-1; i >= 0; i--) if (o.equals(elementData[i])) return i; } return -1; } 复制代码
这些方法逻辑都比较清晰,就是循环遍历,找出符合条件的元素而已。
toArray方法
这个方法有时我们需要用到,它是将ArrayList转化成数组。下面我们来看其源码:
public Object[] toArray() { return Arrays.copyOf(elementData, size); } @SuppressWarnings("unchecked") public <T> T[] toArray(T[] a) { if (a.length < size) // Make a new array of a's runtime type, but my contents:' return (T[]) Arrays.copyOf(elementData, size, a.getClass()); System.arraycopy(elementData, 0, a, 0, size); if (a.length > size) a[size] = null; return a; } 复制代码
通过Arrays.copyOf和System.arraycopy方法,ArrayList将elementData数组中的数据拷贝到新数组,然后返回。System.arraycopy方法效率很高,其内部使用C/C++(设置会使用汇编),我们平时开发的时候,有数组拷贝,也应该使用这些方法。
get/set方法
@SuppressWarnings("unchecked") E elementData(int index) { return (E) elementData[index]; } /** * 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) { rangeCheck(index); return elementData(index); } /** * 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) { rangeCheck(index); E oldValue = elementData(index); elementData[index] = element; return oldValue; } 复制代码
逻辑比较简单,不做详细介绍。
remove方法
/** * Removes the element at the specified position in this list. * Shifts any subsequent elements to the left (subtracts one from their * indices). * * @param index the index of the element to be removed * @return the element that was removed from the list * @throws IndexOutOfBoundsException {@inheritDoc} */ public E remove(int index) { rangeCheck(index); modCount++; E oldValue = elementData(index); int numMoved = size - index - 1; if (numMoved > 0) System.arraycopy(elementData, index+1, elementData, index, numMoved); elementData[--size] = null; // clear to let GC do its work return oldValue; } /** * Removes the first occurrence of the specified element from this list, * if it is present. If the list does not contain the element, it is * unchanged. More formally, removes the element with the lowest index * <tt>i</tt> such that * <tt>(o==null ? get(i)==null : o.equals(get(i)))</tt> * (if such an element exists). Returns <tt>true</tt> 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 <tt>true</tt> if this list contained the specified element */ public boolean remove(Object o) { if (o == null) { for (int index = 0; index < size; index++) if (elementData[index] == null) { fastRemove(index); return true; } } else { for (int index = 0; index < size; index++) if (o.equals(elementData[index])) { fastRemove(index); return true; } } return false; } /* * Private remove method that skips bounds checking and does not * return the value removed. */ private void fastRemove(int index) { modCount++; int numMoved = size - index - 1; if (numMoved > 0) System.arraycopy(elementData, index+1, elementData, index, numMoved); elementData[--size] = null; // clear to let GC do its work } 复制代码
逻辑还是比较清晰的,只是remove(index)/或者remove(object)后,需要调用System.arraycopy来高效的移动index后面的数组,让其可以填充位置。
removeAll/retainAll方法
有的朋友可能没有用过这两个方法,下面我们通过一个小栗子来看一下这两个方法到底是什么,请看代码:
ArrayList<String> list=new ArrayList<>(); list.add("A"); list.add("B"); list.add("C"); list.add("D"); list.add("E"); list.add("F"); ArrayList<String> list1=new ArrayList<>(); list1.add("C"); list1.add("D"); //list.removeAll(list1); //[A, B, E, F] System.out.println(list); list.retainAll(list1); //[C,D] System.out.println(list); 复制代码
从结果我们可以看出,removeAll方法是计算两个集合的差集,retainAll计算两个集合的交集。下面我们通过源码来分析:
public boolean removeAll(Collection<?> c) { Objects.requireNonNull(c); return batchRemove(c, false); } public boolean retainAll(Collection<?> c) { Objects.requireNonNull(c); return batchRemove(c, true); } private boolean batchRemove(Collection<?> c, boolean complement) { final Object[] elementData = this.elementData; int r = 0, w = 0; boolean modified = false; try { for (; r < size; r++) if (c.contains(elementData[r]) == complement) elementData[w++] = elementData[r]; } finally { // Preserve behavioral compatibility with AbstractCollection, // even if c.contains() throws. if (r != size) { System.arraycopy(elementData, r, elementData, w, size - r); w += size - r; } if (w != size) { // clear to let GC do its work for (int i = w; i < size; i++) elementData[i] = null; modCount += size - w; size = w; modified = true; } } return modified; } 复制代码
我们看到,这边设计比较精妙,通过一个boolean值,将取差值和取交集的方法整合为一个方法。batchRemove方法的代码设计实现还是很不错的,核心的逻辑就是try语句块里面的for循环,finally语句块里面主要是数据拷贝及特殊值的处理。
迭代器
Java集合在设计的时候就是支持迭代器的。下面我们来看看ArrayList里面迭代器的相关部分。
获取迭代器对象
/** * Returns an iterator over the elements in this list in proper sequence. * * <p>The returned iterator is <a href="#fail-fast"><i>fail-fast</i></a>. * * @return an iterator over the elements in this list in proper sequence */ public Iterator<E> iterator() { return new Itr(); } 复制代码
我们看到默认返回的是一个Itr对象,熟悉Java集合层次结构(类继承结构)的朋友,可能知道ArrayList的基类AbstractList里面就有一个内部类Itr。现在ArrayList内部重新实现了一个优化版本的Itr类,我们来看源码:
/** * An optimized version of AbstractList.Itr */ private class Itr implements Iterator<E> { int cursor; // index of next element to return int lastRet = -1; // index of last element returned; -1 if no such int expectedModCount = modCount; public boolean hasNext() { return cursor != size; } @SuppressWarnings("unchecked") public E next() { checkForComodification(); int i = cursor; if (i >= size) throw new NoSuchElementException(); Object[] elementData = ArrayList.this.elementData; if (i >= elementData.length) throw new ConcurrentModificationException(); cursor = i + 1; return (E) elementData[lastRet = i]; } public void remove() { if (lastRet < 0) throw new IllegalStateException(); checkForComodification(); try { ArrayList.this.remove(lastRet); cursor = lastRet; lastRet = -1; expectedModCount = modCount; } catch (IndexOutOfBoundsException ex) { throw new ConcurrentModificationException(); } } @Override @SuppressWarnings("unchecked") public void forEachRemaining(Consumer<? super E> consumer) { Objects.requireNonNull(consumer); final int size = ArrayList.this.size; int i = cursor; if (i >= size) { return; } final Object[] elementData = ArrayList.this.elementData; if (i >= elementData.length) { throw new ConcurrentModificationException(); } while (i != size && modCount == expectedModCount) { consumer.accept((E) elementData[i++]); } // update once at end of iteration to reduce heap write traffic cursor = i; lastRet = i - 1; checkForComodification(); } final void checkForComodification() { if (modCount != expectedModCount) throw new ConcurrentModificationException(); } } 复制代码
从上面的源代码中,迭代器只提供基本的向后遍历、删除等功能。这样我们在遍历ArrayList的时候,还可以使用迭代器来进行遍历(当然for(E e : elements)这种写法会被编译期自动转化成迭代器的调用)。
ListItr迭代器
继续往下研究ArrayList的源代码,我们会发现ArrayList内部还实现了ListItr的迭代器。这个迭代器除了提供向后遍历功能外,还提供了向前遍历,增加、设置等功能。是一个功能比较全的迭代器实现。我们看下源码:
/** * An optimized version of AbstractList.ListItr */ private class ListItr extends Itr implements ListIterator<E> { ListItr(int index) { super(); cursor = index; } public boolean hasPrevious() { return cursor != 0; } public int nextIndex() { return cursor; } public int previousIndex() { return cursor - 1; } @SuppressWarnings("unchecked") public E previous() { checkForComodification(); int i = cursor - 1; if (i < 0) throw new NoSuchElementException(); Object[] elementData = ArrayList.this.elementData; if (i >= elementData.length) throw new ConcurrentModificationException(); cursor = i; return (E) elementData[lastRet = i]; } public void set(E e) { if (lastRet < 0) throw new IllegalStateException(); checkForComodification(); try { ArrayList.this.set(lastRet, e); } catch (IndexOutOfBoundsException ex) { throw new ConcurrentModificationException(); } } public void add(E e) { checkForComodification(); try { int i = cursor; ArrayList.this.add(i, e); cursor = i + 1; lastRet = -1; expectedModCount = modCount; } catch (IndexOutOfBoundsException ex) { throw new ConcurrentModificationException(); } } } 复制代码
我们看到ListItr这个迭代器里面很多操作都是直接调用的ArrayList类的方法,它只是做了一层封装。
ConcurrentModificationException异常出现的原因及解决方法
有的朋友在遍历ArrayList集合的时候可能遇到过这个异常,这个异常时ArrayList类设计的快速失败机制导致的,这个异常认为集合在遍历的时候,做出了修改。我下面这个例子就出现了这个异常,一起来看下:
ArrayList<String> list=new ArrayList<>(); list.add("A"); list.add("B"); list.add("C"); list.add("D"); list.add("E"); list.add("F"); for(String item : list) { System.out.println(item); list.remove(item); } //或者 /* Iterator<String> iterator=list.iterator(); while (iterator.hasNext()) { String string = (String) iterator.next(); System.out.println(string); list.remove(string); } */ Exception in thread "main" java.util.ConcurrentModificationException at java.util.ArrayList$Itr.checkForComodification(Unknown Source) at java.util.ArrayList$Itr.next(Unknown Source) at com.learn.example.RunMain.main(RunMain.java:42) 复制代码
下面两种遍历方式都会导致异常的发生,下面我们来看下原因。上面介绍过第一种foreach循环写法编译后就是迭代器。我们直接看迭代器。
@SuppressWarnings("unchecked") public E next() { checkForComodification(); int i = cursor; if (i >= size) throw new NoSuchElementException(); Object[] elementData = ArrayList.this.elementData; if (i >= elementData.length) throw new ConcurrentModificationException(); cursor = i + 1; return (E) elementData[lastRet = i]; } final void checkForComodification() { if (modCount != expectedModCount) throw new ConcurrentModificationException(); } 复制代码
我们看到next()方法第一行会调用checkForComodification()方法,我们看到如果modCount和expectedModCount不相等的话,就会抛出这个异常。我们上面再看Itr源码的时候看到expectedModCount刚开始赋值的是ArrayList类里面的modCount变量。下面list.remove(o)这个方法里面会让modCount++。源码如下:
/* * Private remove method that skips bounds checking and does not * return the value removed. */ private void fastRemove(int index) { modCount++; int numMoved = size - index - 1; if (numMoved > 0) System.arraycopy(elementData, index+1, elementData, index, numMoved); elementData[--size] = null; // clear to let GC do its work } 复制代码
这样的话就会导致Itr内部的expectedModCount和ArrayList的modCount不一致,从而抛出这个异常。那么我们如何解决呢?只需要让modCount不增加,让它的值与expectedModCount同步即可。Itr内部也有remove方法,我们调用这个方法即可。
Iterator<String> iterator=list.iterator(); while (iterator.hasNext()) { String string = (String) iterator.next(); System.out.println(string); iterator.remove(); } 复制代码
总结
- ArrayList内部是Object[]数组,然后使用的时候进行动态扩容。
- ArrayList默认会分配10个元素的数组,然后在此基础上进行扩容,每次新的扩容后的数组长度是原数组长度的1.5倍。如果你大概知道集合的容量,可以指定初始化值,减少扩容带来性能损耗。
- ArrayList适合查询多,操作少的场景(因为操作过后,绝大部分情况下需要挪动数组位置)。
- ArrayList集合不是线程安全的,在多线程环境下需要加锁或者使用并发安全的容器。
以上所述就是小编给大家介绍的《ArrayList源码解析》,希望对大家有所帮助,如果大家有任何疑问请给我留言,小编会及时回复大家的。在此也非常感谢大家对 码农网 的支持!
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