Java 缓存技术

以下仅是对map对方式讨论。没有对点阵图阵讨论。
作缓存要做以下2点: 

1:清理及更新缓存时机的处理:
. 虚拟机内存不足,清理缓存
.. 缓存时间超时,或访问次数超出, 启动线程更新
2:类和方法的反射 (线程嵌套调用)
reflect.invoke的使用。

JAVA缓存有两种: 
一、文件缓存,是指把数据存储在磁盘上,可以XML格式,也可以序列化文件DAT格式还是其它文件格式。 
二、内存缓存,也就是实现一个类中静态Map,对这个Map进行常规的增删查。

代码如下:内存中的缓存

package atest.hiyaCache;

/**
*
* @author hiyachen
* @version $Revision$
*/
public class AddrDetail { public String latelyKeyword(String province, String city, String county){
System.out.println("AddrDetail.latelyKeyword=" + province + city + county);
return province + city + county;
} public String buildCache(String latelyKeyword){
System.out.println("AddrDetail.buildCache=" + latelyKeyword);
return latelyKeyword;
}
}
package atest.hiyaCache;

public class CacheData {
private Object data;
private long time;
private int count; public CacheData() { } public CacheData(Object data, long time, int count) {
this.data = data;
this.time = time;
this.count = count;
} public CacheData(Object data) {
this.data = data;
this.time = System.currentTimeMillis();
this.count = 1;
} public void addCount() {
count++;
} public int getCount() {
return count;
}
public void setCount(int count) {
this.count = count;
}
public Object getData() {
return data;
}
public void setData(Object data) {
this.data = data;
}
public long getTime() {
return time;
}
public void setTime(long time) {
this.time = time;
}
}
package atest.hiyaCache;

import java.lang.reflect.Method;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Hashtable; import org.apache.commons.logging.Log; //commons-loggings-1.1.1.jar
import org.apache.commons.logging.LogFactory; public class CacheOperation {
private static final Log log = LogFactory.getLog(CacheOperation.class);
private static CacheOperation singleton = null; private Hashtable cacheMap;//存放缓存数据 private ArrayList threadKeys;//处于线程更新中的key值列表 public static CacheOperation getInstance() {
if (singleton == null) {
singleton = new CacheOperation();
}
return singleton;
} private CacheOperation() {
cacheMap = new Hashtable();
threadKeys = new ArrayList();
} /**
* 添加数据缓存
* 与方法getCacheData(String key, long intervalTime, int maxVisitCount)配合使用
* @param key
* @param data
*/
public void addCacheData(String key, Object data) {
addCacheData(key, data, true);
} private void addCacheData(String key, Object data, boolean check) {
if (Runtime.getRuntime().freeMemory() < 5L*1024L*1024L) {//虚拟机内存小于10兆,则清除缓存
log.warn("WEB缓存:内存不足,开始清空缓存!");
removeAllCacheData();
return;
} else if(check && cacheMap.containsKey(key)) {
log.warn("WEB缓存:key值= " + key + " 在缓存中重复, 本次不缓存!");
return;
}
cacheMap.put(key, new CacheData(data));
} /**
* 取得缓存中的数据
* 与方法addCacheData(String key, Object data)配合使用
* @param key
* @param intervalTime 缓存的时间周期,小于等于0时不限制
* @param maxVisitCount 访问累积次数,小于等于0时不限制
* @return
*/
public Object getCacheData(String key, long intervalTime, int maxVisitCount) {
CacheData cacheData = (CacheData)cacheMap.get(key);
if (cacheData == null) {
return null;
}
if (intervalTime > 0 && (System.currentTimeMillis() - cacheData.getTime()) > intervalTime) {
removeCacheData(key);
return null;
}
if (maxVisitCount > 0 && (maxVisitCount - cacheData.getCount()) <= 0) {
removeCacheData(key);
return null;
} else {
cacheData.addCount();
}
return cacheData.getData();
} /**
* 当缓存中数据失效时,用不给定的方法线程更新数据
* @param o 取得数据的对像(该方法是静态方法是不用实例,则传Class实列)
* @param methodName 该对像中的方法
* @param parameters 该方法的参数列表(参数列表中对像都要实现toString方法,若列表中某一参数为空则传它所属类的Class)
* @param intervalTime 缓存的时间周期,小于等于0时不限制
* @param maxVisitCount 访问累积次数,小于等于0时不限制
* @return
*/
public Object getCacheData(Object o, String methodName,Object[] parameters,
long intervalTime, int maxVisitCount) {
Class oc = o instanceof Class ? (Class)o : o.getClass();
StringBuffer key = new StringBuffer(oc.getName());//生成缓存key值
key.append("-").append(methodName);
if (parameters != null) {
for (int i = 0; i < parameters.length; i++) {
if (parameters[i] instanceof Object[]) {
key.append("-").append(Arrays.toString((Object[])parameters[i]));
} else {
key.append("-").append(parameters[i]);
}
}
} CacheData cacheData = (CacheData)cacheMap.get(key.toString());
if (cacheData == null) {//等待加载并返回
Object returnValue = invoke(o, methodName, parameters, key.toString());
return returnValue instanceof Class ? null : returnValue;
}
if (intervalTime > 0 && (System.currentTimeMillis() - cacheData.getTime()) > intervalTime) {
daemonInvoke(o, methodName, parameters, key.toString());//缓存时间超时,启动线程更新数据
} else if (maxVisitCount > 0 && (maxVisitCount - cacheData.getCount()) <= 0) {//访问次数超出,启动线程更新数据
daemonInvoke(o, methodName, parameters, key.toString());
} else {
cacheData.addCount();
}
return cacheData.getData();
} /**
* 递归调用给定方法更新缓存中数据据
* @param o
* @param methodName
* @param parameters
* @param key
* @return 若反射调用方法返回值为空则返回该值的类型
*/
private Object invoke(Object o, String methodName,Object[] parameters, String key) {
Object returnValue = null;
try {
Class[] pcs = null;
if (parameters != null) {
pcs = new Class[parameters.length];
for (int i = 0; i < parameters.length; i++) {
if (parameters[i] instanceof MethodInfo) {
//参数类型是MethodInfo则调用该方法的返回值做这参数
MethodInfo pmi = (MethodInfo)parameters[i];
Object pre = invoke(pmi.getO(), pmi.getMethodName(), pmi.getParameters(), null);
parameters[i] = pre;
}
if (parameters[i] instanceof Class) {
pcs[i] = (Class)parameters[i];
parameters[i] = null;
} else {
pcs[i] = parameters[i].getClass();
}
}
}
Class oc = o instanceof Class ? (Class)o : o.getClass();
//Method m = oc.getDeclaredMethod(methodName, pcs);
Method m = matchMethod(oc, methodName, pcs);
Object o1 = oc.newInstance(); // add by chf
returnValue = m.invoke(o1, parameters);
if (key != null && returnValue != null) {
addCacheData(key, returnValue, false);
}
if (returnValue == null) {
returnValue = m.getReturnType();
}
} catch(Exception e) {
log.error("调用方法失败,methodName=" + methodName);
if (key != null) {
removeCacheData(key);
log.error("更新缓存失败,缓存key=" + key);
}
e.printStackTrace();
}
return returnValue;
} /**
* 找不到完全匹配的方法时,对参数进行向父类匹配
* 因为方法aa(java.util.List) 与 aa(java.util.ArrayList)不能自动匹配到
*
* @param oc
* @param methodName
* @param pcs
* @return
* @throws NoSuchMethodException
* @throws NoSuchMethodException
*/
private Method matchMethod(Class oc, String methodName, Class[] pcs
) throws NoSuchMethodException, SecurityException {
try {
Method method = oc.getDeclaredMethod(methodName, pcs);
return method;
} catch (NoSuchMethodException e) {
Method[] ms = oc.getDeclaredMethods();
aa:for (int i = 0; i < ms.length; i++) {
if (ms[i].getName().equals(methodName)) {
Class[] pts = ms[i].getParameterTypes();
if (pts.length == pcs.length) {
for (int j = 0; j < pts.length; j++) {
if (!pts[j].isAssignableFrom(pcs[j])) {
break aa;
}
}
return ms[i];
}
}
}
throw new NoSuchMethodException();
}
} /**
* 新启线程后台调用给定方法更新缓存中数据据
* @param o
* @param methodName
* @param parameters
* @param key
*/
private void daemonInvoke(Object o, String methodName,Object[] parameters, String key) {
if (!threadKeys.contains(key)) {
InvokeThread t = new InvokeThread(o, methodName, parameters, key);
t.start();
}
}
 /**
* 些类存放方法的主调对像,名称及参数数组
* @author hiya
*
*/
public class MethodInfo {
private Object o;
private String methodName;
private Object[] parameters;
public MethodInfo(Object o, String methodName,Object[] parameters) {
this.o = o;
this.methodName = methodName;
this.parameters = parameters;
}
public String getMethodName() {
return methodName;
}
public void setMethodName(String methodName) {
this.methodName = methodName;
}
public Object getO() {
return o;
}
public void setO(Object o) {
this.o = o;
}
public Object[] getParameters() {
return parameters;
}
public void setParameters(Object[] parameters) {
this.parameters = parameters;
} public String toString() {
StringBuffer str = new StringBuffer(methodName);
if (parameters != null) {
str.append("(");
for (int i = 0; i < parameters.length; i++) {
if (parameters[i] instanceof Object[]) {
str.append(Arrays.toString((Object[])parameters[i])).append(",");
} else {
str.append(parameters[i]).append(",");
}
}
str.append(")");
}
return str.toString();
}
}
    /**
* 线程调用方法
* @author hiya
*
*/
private class InvokeThread extends Thread {
private Object o;
private String methodName;
private Object[] parameters;
private String key;
public InvokeThread(Object o, String methodName,Object[] parameters, String key) {
this.o = o;
this.methodName = methodName;
this.parameters = parameters;
this.key = key;
} public void run() {
threadKeys.add(key);
invoke(o, methodName, parameters, key);
threadKeys.remove(key);
}
} /**
* 移除缓存中的数据
* @param key
*/
public void removeCacheData(String key) {
cacheMap.remove(key);
} /**
* 移除所有缓存中的数据
*
*/
public void removeAllCacheData() {
cacheMap.clear();
} public String toString() {
StringBuffer sb = new StringBuffer("************************ ");
sb.append("正在更新的缓存数据: ");
for (int i = 0; i < threadKeys.size(); i++) {
sb.append(threadKeys.get(i)).append(" ");
}
sb.append("当前缓存大小:").append(cacheMap.size()).append(" ");
sb.append("************************");
return sb.toString();
} }

实际使用:

package atest.hiyaCache;

//import javax.swing.text.Document;

import atest.hiyaCache.CacheOperation.MethodInfo;

public class CacheExec {

    /**
* @param args
*/
public static void main(String[] args) {// String province = request.getParameter("province");
// String city= request.getParameter("city");
// String county= request.getParameter("county");
// Document doc = XMLBuilder.buildLatelyKeyword(kwm.latelyKeyword(province, city, county));
// out.write(doc); String province = "Jiangsu ";
String city= "Nanjing ";
String county= "Jiangning";
CacheOperation co = CacheOperation.getInstance();
// MethodInfo mi = co.new MethodInfo(kwm, "latelyKeyword", new Object[]{province, city, county});
// Document doc = (Document )co.getCacheData(XMLBuilder.class,"buildLatelyKeyword",new Object[]{mi}, 120000, 0);
// out.write(doc);
while (true){
// chf@tsinghua.org.cn
MethodInfo mi = co.new MethodInfo(AddrDetail.class, "latelyKeyword", new Object[]{province, city, county});
// 120000 毫秒(2分钟)更新缓存
String aa = (String)co.getCacheData(AddrDetail.class,"buildCache",new Object[]{mi}, 120000, 5);
System.out.println("CacheExec:main=" + aa);
} } }

当缓存次数超过5时,重新执行。看一下执行结果。

AddrDetail.latelyKeyword=Jiangsu Nanjing Jiangning
AddrDetail.buildCache=Jiangsu Nanjing Jiangning
CacheExec:main=Jiangsu Nanjing Jiangning
CacheExec:main=Jiangsu Nanjing Jiangning
CacheExec:main=Jiangsu Nanjing Jiangning
CacheExec:main=Jiangsu Nanjing Jiangning
CacheExec:main=Jiangsu Nanjing Jiangning
AddrDetail.latelyKeyword=Jiangsu Nanjing Jiangning
AddrDetail.buildCache=Jiangsu Nanjing Jiangning
CacheExec:main=Jiangsu Nanjing Jiangning
CacheExec:main=Jiangsu Nanjing Jiangning
CacheExec:main=Jiangsu Nanjing Jiangning
CacheExec:main=Jiangsu Nanjing Jiangning
CacheExec:main=Jiangsu Nanjing Jiangning
AddrDetail.latelyKeyword=Jiangsu Nanjing Jiangning
AddrDetail.buildCache=Jiangsu Nanjing Jiangning

  大数据量的缓存肯定还是要保存到文件,这个时候光用JDK来实现就比较复杂了,这里当然要用到第三方开源框架来实现了,常用的有Oscache,Ehcache,Jcache,Jbosscache等等很多,推荐还是Ehcache与Oscache,hibernate采用了Ehcache做为其缓存机制默认实现,Oscache没深入研究,但是Ibatis推荐的缓存为这个。

   为什么要缓存,无非就是节省访问时间已经大并发量带来的访问上资源的消耗,这个资源有软资源和硬资源,做java的几乎每天都在有意识或者无意识的跟缓存打交道,最常见的缓存,Connection Pool,还有IOC其实也算一个。

  缓存用的好能提高性能,用的不好反而会急剧的降低产品的性能,就拿hibernate来说,hibernate性能肯定不如jdbc,但是缓存用的好的话增删改查的性能相差无几,hibernate缓存最核心的部分个人觉得在于对象的有效性,缓存的命中率越高意味着性能越高,命中率跟缓存对象的有效性息息相关,如何保证对象有效这个很难,也很有搞头,如果缓存中对象有效性很差,其性能甚至会低于不用缓存,因为缓存本身就会耗性能跟资源,缓存的对象很多都很快失效了无疑得不偿失,还有缓存的深度也有讲究,这个深度是指从页面到数据库,显然是页面缓存的性能最好,因为调用页面缓存消耗的资源最少,当然现实中是不可能有太多页面缓存的。

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