SparseArray源码分析

作者: Reiya | 来源:发表于2016-05-11 11:48 被阅读446次

    SparseArray是android.util包中提供的类,用于建立整数对对象的映射,比HashMap性能更佳,因为它避免了自动装箱并且内部数据结构不依赖额外实体对象。因为使用二分搜索来寻找键,所以不适合存储数量比较大(数百以上)的情况。

        //已删除值通用的标记对象
        private static final Object DELETED = new Object();
        //是否需要进行gc
        private boolean mGarbage = false;
    
        //存储键的数组
        private int[] mKeys;
        //存储值的数组
        private Object[] mValues;
        //存储大小
        private int mSize;
    
        /**
         * Creates a new SparseArray containing no mappings.
         */
        public SparseArray() {
            this(10);
        }
    
        /**
         * Creates a new SparseArray containing no mappings that will not
         * require any additional memory allocation to store the specified
         * number of mappings.  If you supply an initial capacity of 0, the
         * sparse array will be initialized with a light-weight representation
         * not requiring any additional array allocations.
         */
        public SparseArray(int initialCapacity) {
            if (initialCapacity == 0) {
                mKeys = EmptyArray.INT;
                mValues = EmptyArray.OBJECT;
            } else {
                mValues = ArrayUtils.newUnpaddedObjectArray(initialCapacity);
                mKeys = new int[mValues.length];
            }
            mSize = 0;
        }
    

    构造函数。默认容量为10。

        /**
         * Adds a mapping from the specified key to the specified value,
         * replacing the previous mapping from the specified key if there
         * was one.
         */
        public void put(int key, E value) {
            int i = ContainerHelpers.binarySearch(mKeys, mSize, key);
    
            if (i >= 0) {
                mValues[i] = value;
            } else {
                i = ~i;
    
                if (i < mSize && mValues[i] == DELETED) {
                    mKeys[i] = key;
                    mValues[i] = value;
                    return;
                }
    
                if (mGarbage && mSize >= mKeys.length) {
                    gc();
    
                    // Search again because indices may have changed.
                    i = ~ContainerHelpers.binarySearch(mKeys, mSize, key);
                }
    
                mKeys = GrowingArrayUtils.insert(mKeys, mSize, i, key);
                mValues = GrowingArrayUtils.insert(mValues, mSize, i, value);
                mSize++;
            }
        }
    

    上面是增。顺便附上ContainerHelpers类的binarySearch方法的代码:

        // This is Arrays.binarySearch(), but doesn't do any argument validation.
        static int binarySearch(int[] array, int size, int value) {
            int lo = 0;
            int hi = size - 1;
    
            while (lo <= hi) {
                final int mid = (lo + hi) >>> 1;
                final int midVal = array[mid];
    
                if (midVal < value) {
                    lo = mid + 1;
                } else if (midVal > value) {
                    hi = mid - 1;
                } else {
                    return mid;  // value found
                }
            }
            return ~lo;  // value not present
        }
    

    这是相当标准的二分搜索实现。final int mid = (lo + hi) >>> 1,这里用无符号右移符>>>避免了溢出。当查找不到指定值时,返回的是lo的按位取反值,为负数。因此put方法中可以用返回值是否大于等于0来判断是否查找成功。
    回头看put方法。若二分搜索成功则直接替换对应值,否则将i按位取反得到非负数,然后看对应值是否已删除,是则替换对应键值,否则先需要gc则gc,再将新键值插入数组。GrowingArrayUtils的insert方法中,若数组已满,则扩容为2倍。

        /**
         * Puts a key/value pair into the array, optimizing for the case where
         * the key is greater than all existing keys in the array.
         */
        public void append(int key, E value) {
            if (mSize != 0 && key <= mKeys[mSize - 1]) {
                put(key, value);
                return;
            }
    
            if (mGarbage && mSize >= mKeys.length) {
                gc();
            }
    
            mKeys = GrowingArrayUtils.append(mKeys, mSize, key);
            mValues = GrowingArrayUtils.append(mValues, mSize, value);
            mSize++;
        }
    

    增的另一个方法。优化新键比现有键都大的情况,免去二分搜索,直接插入到末位。

        /**
         * Alias for {@link #delete(int)}.
         */
        public void remove(int key) {
            delete(key);
        }
    
        /**
         * Removes the mapping from the specified key, if there was any.
         */
        public void delete(int key) {
            int i = ContainerHelpers.binarySearch(mKeys, mSize, key);
    
            if (i >= 0) {
                if (mValues[i] != DELETED) {
                    mValues[i] = DELETED;
                    mGarbage = true;
                }
            }
        }
    

    删。(同样的功能硬是给两个方法入口总觉得有点尴尬。)二分搜索,若查找成功且对应值未被删除则将该值标为已删除并记录待gc。这里的删除并不是马上移动数组元素,而是将删除对象标记,待插入相同键时重用或者在之后需要gc时才调整数组。这是考虑了性能优化的方法。

        /**
         * Gets the Object mapped from the specified key, or <code>null</code>
         * if no such mapping has been made.
         */
        public E get(int key) {
            return get(key, null);
        }
    
        /**
         * Gets the Object mapped from the specified key, or the specified Object
         * if no such mapping has been made.
         */
        @SuppressWarnings("unchecked")
        public E get(int key, E valueIfKeyNotFound) {
            int i = ContainerHelpers.binarySearch(mKeys, mSize, key);
    
            if (i < 0 || mValues[i] == DELETED) {
                return valueIfKeyNotFound;
            } else {
                return (E) mValues[i];
            }
        }
    

    查。使用二分搜索。

         private void gc() {
            // Log.e("SparseArray", "gc start with " + mSize);
    
            int n = mSize;
            int o = 0;
            int[] keys = mKeys;
            Object[] values = mValues;
    
            for (int i = 0; i < n; i++) {
                Object val = values[i];
    
                if (val != DELETED) {
                    if (i != o) {
                        keys[o] = keys[i];
                        values[o] = val;
                        values[i] = null;
                    }
    
                    o++;
                }
            }
    
            mGarbage = false;
            mSize = o;
    
            // Log.e("SparseArray", "gc end with " + mSize);
        }
    

    gc方法。遍历值数组,将标记为删除的对象置空并前移键。

        /**
         * Returns the number of key-value mappings that this SparseArray
         * currently stores.
         */
        public int size() {
            if (mGarbage) {
                gc();
            }
    
            return mSize;
        }
    

    gc前的mSize不是准确的存储大小,所以获取size需要先进行gc。

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