LRUCache原理

? ? ? ?講到LruCache不得不提一下LinkedHashMap拉盾,因為LruCache中Lru算法的實現(xiàn)就是通過LinkedHashMap來實現(xiàn)的。LinkedHashMap繼承于HashMap涉瘾,它使用了一個雙向鏈表來存儲Map中的Entry順序關(guān)系,這種順序有兩種捷兰,一種是LRU順序找岖,一種是插入順序悔捶,這可以由其構(gòu)造函數(shù)public LinkedHashMap(int initialCapacity,float loadFactor, boolean accessOrder)指定。所以,對于get擎勘、put、remove等操作醉顽,LinkedHashMap除了要做HashMap做的事情并齐,還做些調(diào)整Entry順序鏈表的工作。LruCache中將LinkedHashMap的順序設(shè)置為LRU順序來實現(xiàn)LRU緩存驹沿,每次調(diào)用get(也就是從內(nèi)存緩存中取圖片)艘策,則將該對象移到鏈表的尾端。調(diào)用put插入新的對象也是存儲在鏈表尾端渊季,這樣當(dāng)內(nèi)存緩存達(dá)到設(shè)定的最大值時朋蔫,將鏈表頭部的對象(近期最少用到的)移除。

/*

?*Copyright (C) 2011 The Android Open Source Project

?*

?*Licensed under the Apache License, Version 2.0 (the "License");

?*you may not use this file except in compliance with the License.

?*You may obtain a copy of the License at

?*

?*?????http://www.apache.org/licenses/LICENSE-2.0

?*

?*Unless required by applicable law or agreed to in writing, software

?*distributed under the License is distributed on an "AS IS" BASIS,

?*WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.

?*See the License for the specific language governing permissions and

?*limitations under the License.

?*/


package android.support.v4.util;


import java.util.LinkedHashMap;

import java.util.Map;


/**

?*Static library version of {@link android.util.LruCache}. Used to write apps

?*that run on API levels prior to 12. When running on API level 12 or above,

?*this implementation is still used; it does not try to switch to the

?*framework's implementation. See the framework SDK documentation for a class

?*overview.

?*/

public class LruCache {

???private final LinkedHashMap map;


???/** Size of this cache in units. Not necessarily the number of elements.*/

???private int size;??? //當(dāng)前cache的大小

???private int maxSize; //cache最大大小


???private int putCount;?????? //put的次數(shù)

???private int createCount;???//create的次數(shù)

???private int evictionCount;? //回收的次數(shù)

???private int hitCount;?????? //命中的次數(shù)

???private int missCount;????? //未命中次數(shù)


???/**

??? ?* @param maxSize for caches that do notoverride {@link #sizeOf}, this is

????*???? the maximum number ofentries in the cache. For all other caches,

????*???? this is the maximum sum ofthe sizes of the entries in this cache.

????*/

???public LruCache(int maxSize) {

???????if (maxSize <= 0) {

???????????throw new IllegalArgumentException("maxSize <= 0");

???????}

???????this.maxSize = maxSize;

???????//將LinkedHashMap的accessOrder設(shè)置為true來實現(xiàn)LRU

???????this.map = new LinkedHashMap(0, 0.75f, true);?

??? }


???/**

????* Returns the value for {@code key} if it exists in the cache or can be

????* created by {@code #create}. If a value was returned, it is moved tothe

????* head of the queue. This returns null if a value is not cached andcannot

????* be created.

????*通過key獲取相應(yīng)的item梭域,或者創(chuàng)建返回相應(yīng)的item斑举。相應(yīng)的item會移動到隊列的尾部,

????*如果item的value沒有被cache或者不能被創(chuàng)建病涨,則返回null富玷。

????*/

???public final V get(K key) {

???????if (key == null) {

???????????throw new NullPointerException("key == null");

???????}


???????V mapValue;

???????synchronized (this) {

???????????mapValue = map.get(key);

???????????if (mapValue != null) {

??????????????? //mapValue不為空表示命中,hitCount+1并返回mapValue對象

??????????????? hitCount++;

??????????????? return mapValue;

???????????}

???????????missCount++;? //未命中

???????}


???????/*

????????* Attempt to create a value. This may take a long time, and the map

????????* may be different when create() returns. If a conflicting value was

????????* added to the map while create() was working, we leave that value in

????????* the map and release the created value.

????????*如果未命中既穆,則試圖創(chuàng)建一個對象赎懦,這里create方法返回null,并沒有實現(xiàn)創(chuàng)建對象的方法

????????*如果需要事項創(chuàng)建對象的方法可以重寫create方法。因為圖片緩存時內(nèi)存緩存沒有命中會去

????????*文件緩存中去取或者從網(wǎng)絡(luò)下載幻工,所以并不需要創(chuàng)建励两。

????????*/

???????V createdValue = create(key);

???????if (createdValue == null) {

???????????return null;

???????}

???????//假如創(chuàng)建了新的對象,則繼續(xù)往下執(zhí)行

???????synchronized (this) {

???????????createCount++;?

???????????//將createdValue加入到map中囊颅,并且將原來鍵為key的對象保存到mapValue

???????????mapValue = map.put(key, createdValue);??

???????????if (mapValue != null) {

??????????????? // There was a conflict so undothat last put

??????????????? //如果mapValue不為空当悔,則撤銷上一步的put操作傅瞻。

??????????????? map.put(key, mapValue);

???????????} else {

??????????????? //加入新創(chuàng)建的對象之后需要重新計算size大小

??????????????? size += safeSizeOf(key,createdValue);

???????????}

???????}


???????if (mapValue != null) {

???????????entryRemoved(false, key, createdValue, mapValue);

???????????return mapValue;

???????} else {

???????????//每次新加入對象都需要調(diào)用trimToSize方法看是否需要回收

???????????trimToSize(maxSize);

???????????return createdValue;

???????}

??? }


???/**

????* Caches {@code value} for {@code key}. The value is moved to the headof

????* the queue.

????*

????* @return the previous value mapped by {@code key}.

????*/

???public final V put(K key, V value) {

???????if (key == null || value == null) {

???????????throw new NullPointerException("key == null || value ==null");

???????}


???????V previous;

???????synchronized (this) {

???????????putCount++;

???????????size += safeSizeOf(key, value);?//size加上預(yù)put對象的大小

???????????previous = map.put(key, value);

???????????if (previous != null) {

??????????????? //如果之前存在鍵為key的對象,則size應(yīng)該減去原來對象的大小

???????????????size -= safeSizeOf(key,previous);

???????????}

???????}


???????if (previous != null) {

???????????entryRemoved(false, key, previous, value);

???????}

???????//每次新加入對象都需要調(diào)用trimToSize方法看是否需要回收

???????trimToSize(maxSize);

???????return previous;

??? }


???/**

????* @param maxSize the maximum size of the cache before returning. May be-1

????*???? to evict even 0-sizedelements.

????*此方法根據(jù)maxSize來調(diào)整內(nèi)存cache的大小盲憎,如果maxSize傳入-1嗅骄,則清空緩存中的所有對象

????*/

???private void trimToSize(int maxSize) {

???????while (true) {

???????????K key;

???????????V value;

???????????synchronized (this) {

??????????????? if (size < 0 ||(map.isEmpty() && size != 0)) {

??????????????????? throw newIllegalStateException(getClass().getName()

????????????????????? ??????+ ".sizeOf() is reportinginconsistent results!");

??????????????? }

??????????????? //如果當(dāng)前size小于maxSize或者map沒有任何對象,則結(jié)束循環(huán)

??????????????? if (size <= maxSize ||map.isEmpty()) {

??????????????????? break;

??????????????? }

??????????????? //移除鏈表頭部的元素,并進(jìn)入下一次循環(huán)

??????????????? Map.Entry toEvict =map.entrySet().iterator().next();

??????????????? key = toEvict.getKey();

??????????????? value = toEvict.getValue();

??????????????? map.remove(key);

??????????????? size -= safeSizeOf(key, value);

???? ???????????evictionCount++;? //回收次數(shù)+1

???????????}


???????????entryRemoved(true, key, value, null);

???????}

??? }


???/**

????* Removes the entry for {@code key} if it exists.

????*

????* @return the previous value mapped by {@code key}.

????*從內(nèi)存緩存中根據(jù)key值移除某個對象并返回該對象

????*/

???public final V remove(K key) {

???????if (key == null) {

???????????throw new NullPointerException("key == null");

???????}


???????V previous;

???????synchronized (this) {

???????????previous = map.remove(key);

???????????if (previous != null) {

??????????????? size -= safeSizeOf(key,previous);

???????????}

???????}


???????if (previous != null) {

???????????entryRemoved(false, key, previous, null);

???????}


???????return previous;

??? }


???/**

????* Called for entries that have been evicted or removed. This method is

????* invoked when a value is evicted to make space, removed by a call to

????* {@link #remove}, or replaced by a call to {@link #put}. The default

????* implementation does nothing.

????*

????*

The method is called without synchronization: other threadsmay

????* access the cache while this method is executing.

????*

????* @param evicted true if the entry is being removed to make space, false

????*???? if the removal was caused bya {@link #put} or {@link #remove}.

????* @param newValue the new value for {@code key}, if it exists. Ifnon-null,

????*???? this removal was caused by a{@link #put}. Otherwise it was caused by

????*???? an eviction or a {@link#remove}.

? ???*/

???protected void entryRemoved(boolean evicted, K key, V oldValue, VnewValue) {}


???/**

????* Called after a cache miss to compute a value for the correspondingkey.

????* Returns the computed value or null if no value can be computed. The

??? ?* default implementation returns null.

????*

????*

The method is called without synchronization: other threadsmay

????* access the cache while this method is executing.

????*

????*

If a value for {@code key} exists in the cache when thismethod

????* returns, the created value will be released with {@link #entryRemoved}

????* and discarded. This can occur when multiple threads request the samekey

????* at the same time (causing multiple values to be created), or when one

????* thread calls {@link #put} while another is creating a value for thesame

????* key.

????*/

???protected V create(K key) {

???????return null;

??? }


???private int safeSizeOf(K key, V value) {

???????int result = sizeOf(key, value);

???????if (result < 0) {

???????????throw new IllegalStateException("Negative size: " + key +"=" + value);

???????}

???????return result;

??? }


???/**

????* Returns the size of the entry for {@code key} and {@code value} in

????* user-defined units.? The defaultimplementation returns 1 so that size

????* is the number of entries and max size is the maximum number ofentries.

????*

????*

An entry's size must not change while it is in the cache.

????*用來計算單個對象的大小饼疙,這里默認(rèn)返回1溺森,一般需要重寫該方法來計算對象的大小

????* xUtils中創(chuàng)建LruMemoryCache時就重寫了sizeOf方法來計算bitmap的大小

????* mMemoryCache = new LruMemoryCache(globalConfig.getMemoryCacheSize()) {

????*?????? @Override

????*?????? protected intsizeOf(MemoryCacheKey key, Bitmap bitmap) {

????*?????????? if (bitmap == null)return 0;

????*?????????? returnbitmap.getRowBytes() * bitmap.getHeight();

????*?????? }

????*?? };

????*

????*/

???protected int sizeOf(K key, V value) {

???????return 1;

??? }


???/**

????* Clear the cache, calling {@link #entryRemoved} on each removed entry.

????*清空內(nèi)存緩存

????*/

???public final void evictAll() {

???????trimToSize(-1); // -1 will evict 0-sized elements

??? }


???/**

????* For caches that do not override {@link #sizeOf}, this returns thenumber

????* of entries in the cache. For all other caches, this returns the sum of

????* the sizes of the entries in this cache.

????*/

???public synchronized final int size() {

???????return size;

??? }


???/**

????* For caches that do not override {@link #sizeOf}, this returns themaximum

????* number of entries in the cache. For all other caches, this returns the

????* maximum sum of the sizes of the entries in this cache.

????*/

???public synchronized final int maxSize() {

???????return maxSize;

??? }


???/**

????* Returns the number of times {@link #get} returned a value.

????*/

???public synchronized final int hitCount() {

???????return hitCount;

??? }


???/**

????* Returns the number of times {@link #get} returned null or required anew

????* value to be created.

????*/

???public synchronized final int missCount() {

???????return missCount;

??? }


???/**

????* Returns the number of times {@link #create(Object)} returned a value.

????*/

???public synchronized final int createCount() {

???????return createCount;

??? }


???/**

????* Returns the number of times {@link #put} was called.

????*/

???public synchronized final int putCount() {

???????return putCount;

??? }


???/**

????* Returns the number of values that have been evicted.

????*/

???public synchronized final int evictionCount() {

???????return evictionCount;

??? }


???/**

????* Returns a copy of the current contents of the cache, ordered fromleast

????* recently accessed to most recently accessed.

????*/

???public synchronized final Map snapshot() {

???????return new LinkedHashMap(map);

??? }


???@Override public synchronized final String toString() {

?? ?????int accesses = hitCount + missCount;

???????int hitPercent = accesses != 0 ? (100 * hitCount / accesses) : 0;

???????returnString.format("LruCache[maxSize=%d,hits=%d,misses=%d,hitRate=%d%%]",

??????????????? maxSize, hitCount, missCount,hitPercent);

??? }

}

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