Java对象的序列化(Object Serialization)

时间:2022-10-21 07:05:43

先定义两个简单的类:

package comm;

import java.io.Serializable;
import java.util.Date;
import java.util.GregorianCalendar; public class Employee implements Serializable{ private static final long serialVersionUID = 8820461656542319555L;
private String name;
private double salay;
private Date hireDay; public Employee(String name, double salay, int year, int month, int day) {
super();
this.name = name;
this.salay = salay;
GregorianCalendar calender = new GregorianCalendar(year, (month - 1), day);
this.hireDay = calender.getTime();
} public void raseSalay(double rSalay){
this.salay += rSalay;
} @Override
public String toString() {
return "Employee [name=" + name + ", salay=" + salay + ", hireDay="
+ hireDay + "]";
} public String getName() {
return name;
} public double getSalay() {
return salay;
} public Date getHireDay() {
return hireDay;
} public void setName(String name) {
this.name = name;
} public void setSalay(double salay) {
this.salay = salay;
} public void setHireDay(Date hireDay) {
this.hireDay = hireDay;
} }

public class Employee Class

package comm;

public class Manager extends Employee {

    private static final long serialVersionUID = 1L;

    public Manager(String name, double salay, int year, int month, int day) {
super(name, salay, year, month, day);
this.secretary = null;
} private Employee secretary; public Employee getSecretary() {
return secretary;
} public void setSecretary(Employee secretary) {
this.secretary = secretary;
} @Override
public String toString() {
return "Manager [Name=" + getName()
+ ", Salay=" + getSalay() + ", HireDay="
+ getHireDay() + ", secretary=" + secretary + "]";
} }

public class Manager extends Employee

下面进入今天的正题:序列化和反序列化。


1、基本的用法

①、序列化(serialization)一个java对象,第一步就是构建一个ObjectOutputStream对象:

ObjectOutputStream out = new ObjectOutputStream(new FileOutputStream("e:\\enum.dat"));

现在,就可以简单的调用ObjectOutputStream对象的writeObject()方法来序列化一个对象了,就像下面这样(后面会介绍到Employee要实现Serializable接口):

Employee harry = new Employee("Harry Hacker", 50000, 1989, 10, 1);
out.writeObject(harry );

②、反序列化(deserialization)一个java对象,第一步则是要构建一个ObjectInputStream对象:

ObjectInputStream in = new ObjectInputStream(new FileInputStream("e:\\enum.dat"));

同样,有了ObjectInputStream对象以后就可以调用readObject()方法来反序列化一个对象了:

Employee emp = (Employee) in.readObject();

③、实现Serializable接口。任何想进行序列化和反序列化操作的对象,其类必须要实现Serializable接口:

class Employee implements Serializable{ ... }

实际上,Serializable这个接口并没有任何的方法和属性,和Cloneable接口一样。


2、一个序列化和反序列化的例子:

好,到现在为止,基本用法讲完了。现在走一个看看:

package streamAndFile;

import java.io.*;
import comm.Employee;
import comm.Manager; public class ObjectStreamTest { public static void main(String[] args) {
Employee harry = new Employee("Harry Hacker", 50000, 1989, 10, 1);
Manager carl = new Manager("Carl Cracker", 8000, 1987, 12, 15);
Manager tony = new Manager("Tony Tester", 40000, 1990, 3, 15);
     //两个Manager公用一个秘书(Employee)
     carl.setSecretary(harry);
tony.setSecretary(harry); Employee[] staff = new Employee[3];
staff[0] = harry;
staff[1] = carl;
staff[2] = tony; try {
//将对象序列化到文件
ObjectOutputStream objOut = new ObjectOutputStream(new FileOutputStream("employee.dat"));
objOut.writeObject(staff);
objOut.close(); //将对象反序列化出来
ObjectInputStream objIn = new ObjectInputStream(new FileInputStream("employee.dat"));
Employee[] newStaff = (Employee[]) objIn.readObject();
objIn.close(); //修改第一个对象的属性值,从结果中可以看出,反序列化以后的对象依然保持着原来的引用关系
newStaff[0].raseSalay(10);
//打印
for(Employee e : newStaff){
System.out.println(e);
} } catch (Exception e) {
e.printStackTrace();
}
}
}

得到如下的【结果1】:

Employee [name=Harry Hacker, salay=50010.0, hireDay=Sun Oct 01 00:00:00 CST 1989]
Manager [Name=Carl Cracker, Salay=8000.0, HireDay=Tue Dec 15 00:00:00 CST 1987, secretary=Employee [name=Harry Hacker, salay=50010.0, hireDay=Sun Oct 01 00:00:00 CST 1989]]
Manager [Name=Tony Tester, Salay=40000.0, HireDay=Thu Mar 15 00:00:00 CST 1990, secretary=Employee [name=Harry Hacker, salay=50010.0, hireDay=Sun Oct 01 00:00:00 CST 1989]]

  现在来解释一个问题:为什么我要在【结果1】中将salay=50010.0用红色字体标注?答:因为它值得用红色标注。

  从上面我们可以看出,ObjectOutputStream能够检测到对象的所有属性并且保存(序列化,在这种上下文中保存序列化是可以通用的,读取反序列化同样通用)这些属性内容。比如,当序列化一个Employee对象的时候,name,hireDay和salary属性全部被保存。

  然而,有一个非常重要的情形需要我们认真思考:当一个对象同时被多个对象引用的时候会发生什么?

  就像Manager类对象carl中有一个Employee类型secretary属性一样,我们知道carl.secretary变量中实际上存放的是一个指向Employee对象的地址(也就是通常说的引用,相当于于c/c++里面的指针)。在上面的实例代码中就存在如下的引用关系:

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" alt="" width="659" height="334" />

  要序列化这样一个具有网状引用关系的对象是一件具有挑战性的事情。当然,我们知道,对secretary对象而言,我们不能够简单粗暴的保存一个内存地址(memory address)。序列化通常应用于网络对象传输,那么,对不同的机器而言,一个内存地址是没有意义的。

  实际上,序列化的时候对于对象的引用(object reference)是按照下面的步骤进行处理的:

  ①、序列化过程中,对每一个遇到的object reference都分配一个序列号(serial number);

  ②、当一个对象引用是第一次遇见的时候,就保存其对象数据(object data);

  ③、如果某个对象引用不是第一次遇见,就将其标记为“和serial number x对象一样”;

就像下面这样:

aaarticlea/png;base64,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" alt="" />

  从文件(或者是网络文件)中反序列化的时候按照下面的步骤处理:

  ①、当第一次读取到一个特定对象的时候,首先是构建一个对象,然后用流数据初始化它,同时记录下serial number和内存地址之间的联系;

  ②、当遇到标记为“和serial number x对象一样”的对象的时候,就用serial number x对应对象的内存地址初始化这个引用;

  所以,从上面的过程可以看出,通过反序列化操作得到的对象和序列化之前的对象保持了一种同样的引用关系。所以,在上面实例代码中通过newStaff[0].raseSalay(10)修改了其salary以后,后面两行也同样改变为salay=50010.0。


3、变量修饰符transient对序列化的控制。被transient修饰的变量,在使用默认序列化的时候不维护其内容。

  先定义下面两个类:

package comm;

public class Person{

    public String name;
public int age; public Person(String name, int age) {
super();
this.name = name;
this.age = age;
} public String toString() {
return "Person [name=" + name + ", age=" + age + "]";
}
}

public class Person

import java.io.Serializable;

public class Student implements Serializable{

    private static final long serialVersionUID = 1L;
public float score;
//变量使用transient
public transient String intrest;
//对变量使用transient
public transient Person person; public Student(Person person, float score, String intrest) {
super();
this.person = person;
this.score = score;
this.intrest = intrest;
} public String toString() {
return "Student [person=" + person + ", score=" + score + ", intrest="
+ intrest + "]";
}
}

public class Student implements Serializable

  再看看使用transient的实际效果:

package streamAndFile;

import java.io.*;

import comm.Person;
import comm.Student; public class TransientTest { public static void main(String[] args) {
try {
ObjectOutputStream out = new ObjectOutputStream(new FileOutputStream("transient.dat"));
Student stu = new Student(new Person("李雷", 23), 89, "台球");
out.writeObject(stu);
out.close(); ObjectInputStream in = new ObjectInputStream(new FileInputStream("transient.dat"));
Student newStu = (Student) in.readObject();
in.close(); System.out.println("stu--> " + stu);
System.out.println("newStu--> " + newStu); } catch (Exception e) {
e.printStackTrace();
}
}
}

执行以后的结果:

stu--> Student [person=Person [name=李雷, age=23], score=89.0, intrest=台球]
newStu--> Student [person=null, score=89.0, intrest=null]

可以看出,由transient修饰的变量在序列化和反序列化的时候被忽略了。所以,其值为null。同时,还应该注意到Person类没有实现序列化接口。由于在Strudent类中的person变量前使用了transient关键字,所以在序列化和反序列化的过程中被忽略,而没有抛出NotSerializableException异常。


4、修改默认序列化机制(modifying the default serialization mechanism),有两个层面:

层面一:在序列化类中添加writeObject和readObject方法,分别配合defaultWriteObject()和defaultReadObject()方法使用

  对象序列化机制提供了一种方式用于个性化的修改默认read和write的行为:在序列化类中用以下的方式来定义两个方法

private void writeObject(ObjectOutputStream out)
throws IOException; private void readObject(ObjectInputStream in)
throws IOException, ClassNotFoundException;

注意:两个都是private void,同时其参数分别是ObjectOutputStream和ObjectInputStream。这个和之前的方法有所不同。

  现在假设我们遇到了这样的一种情况:像上面的Student和Person,其中Person类是写死了的,我们没有办法修改了(或许是我们没有源代码)。但是Student可以自行修改(掌握源码真好)。

  现在有这样的一个需求,我序列化的时候是在有必要将Person一起进行,不然我的Student信息就不完整。

  这时有人会说,那还不简单?!!在Student类中将person属性前面的transient关键字删掉就可以了。真的只是这么简单吗?难道你忘了Person类没有实现Serializable接口的事情了吗(没有源码真累,不然,直接实现一个接口还不是easy的事情)。

  现在我们就用下面的代码介绍,没有源代码也能达到目的。

  ①、重写Student类(Person类不能动了):

package comm;

import java.io.*;

public class Student implements Serializable{

    private static final long serialVersionUID = 1L;
public float score;
public String intrest;
//对变量使用transient,防止其抛出NotSerializableException异常
public transient Person person; public Student(Person person, float score, String intrest) {
super();
this.person = person;
this.score = score;
this.intrest = intrest;
} private void writeObject(ObjectOutputStream out) throws IOException{
/*
* defaultWriteObject()方法还比较特别:只能在序列化类的writeObject方法中调用
* 它能够完成默认的序列化操作:对那些没有使用transient的变量进行序列化操作
*/
out.defaultWriteObject();
//手动的将person的属性写入到序列化流中
out.writeUTF(person.name);
out.writeInt(person.age);
}; private void readObject(ObjectInputStream in) throws IOException, ClassNotFoundException{
//完成默认的反序列化读取
in.defaultReadObject();
//手动的从反序列化流中读取person的属性
String na = in.readUTF();
int ag = in.readInt();
//新创建一个Person对象,并用手动读取的值进行初始化
this.person = new Person(na, ag);
}; public String toString() {
return "Student [person=" + person + ", score=" + score + ", intrest="
+ intrest + "]";
}
}

  ②、还是使用上面的public class TransientTest做测试,会得到同样的结果。所以,问题解决。总结到一点就是:在序列化类中重写两个方法,在方法中手动的写入和读取。从而,我们也可以看出,这两个类的灵活性还是挺大的。

层面二:一个类完全可以定义它自己的序列化机制:实现Externalizable接口,要求在类中定义以下两个方法:

public void readExternal(ObjectInputStream in)
throws IOException, ClassNotFoundException; public void writeExternal(ObjectOutputStream out)
throws IOException;

注意:它不同于上面说过的两个方法,它的范围是public。

为了说明问题,先定义两个用于测试的类:

package comm;

import java.io.*;

/**
* 该类实现Externalizable接口,同时重载两个方法。对于实现了该接口的类而言,
* 在序列化和反序列化的过程中,会用readExternal和writeExternal两个方法
* <b>完全负责</b>读取和保存对象的操作,<b>包括对其父类的数据</b>。
*/
public class Car implements Externalizable{ public String brand;
/*
* 注意:在实现了Externalizable接口的序列化类中,变量关键字transient
* 将会不起任何作用。关键字transient是和Serializable接口有关,在对实现
* 该接口的类进行默认序列化操作的时候,会自动忽略使用了transient关键字的变量。
*/
public transient Double price; //必须要有一个无参的构造器,否则会报异常
public Car() {} public Car(String brand, Double price) {
super();
this.brand = brand;
this.price = price;
} @Override
public String toString() {
return "Car [brand=" + brand + ", price=" + price + "]";
} @Override
public void readExternal(ObjectInput in) throws IOException,
ClassNotFoundException {
//将类中的属性按顺序从流中读出,然后赋值给当前对象的属性
this.brand = in.readUTF();
this.price = in.readDouble();
} @Override
public void writeExternal(ObjectOutput out) throws IOException {
//将当前对象的属性值按顺序写入到流中
out.writeUTF(this.brand);
out.writeDouble(this.price);
}
}

public class Car implements Externalizable

package comm;

import java.io.Serializable;

public class Teacher implements Serializable {

    private static final long serialVersionUID = 1L;
private String name;
//包含一个实现了Externalizable接口的属性
private Car car; public Teacher(String name, Car car) {
super();
this.name = name;
this.car = car;
} @Override
public String toString() {
return "Teacher [name=" + name + ", car=" + car + "]";
} }

public class Teacher implements Serializable

  Car类实现了Externalizable接口,同时实现了readExternal和writeExternal方法。为了,说明一个问题,还在Car类的price属性上面使用了关键字transient。但是,要注意,这里使用transient只是为了要说明一个问题,实际上对于实现了Serializable接口的类而言,关键字transient不会起到任何作用。transient只是为了影响序列化的默认行为而设置的。Serializable接口完全抛弃了默认序列化机制,靠自定义实现。

  Teacher类实现了Serializable接口,其中有一个Car类型的属性。

  

  现在,对Teacher类型的对象做序列化和反序列化操作:

package streamAndFile;

import java.io.*;
import comm.Car;
import comm.Teacher; public class ExternalizableTest { public static void main(String[] args) { try {
ObjectOutputStream out = new ObjectOutputStream(new FileOutputStream("externalizable.dat"));
Car car = new Car("奥迪", 500000.0);
Teacher teach = new Teacher("李雷", car);
out.writeObject(teach);
out.close(); ObjectInputStream in = new ObjectInputStream(new FileInputStream("externalizable.dat"));
Teacher newTeach = (Teacher) in.readObject();
in.close(); System.out.println(newTeach);
} catch (Exception e) {
e.printStackTrace();
}
}
}

打印结果:

Teacher [name=李雷, car=Car [brand=奥迪, price=500000.0]]

现在,分析结果:

①、Teacher对象中有car,说明Car对象仅仅只是实现了Externalizable接口也能进行序列化和反序列化操作;

②、Car中的price属性有值,则说明其transient关键字不会起到任何作用;

关于第二个层面的总结如下:

①、Externalizable和Serializable两个接口,实现其中任何一个都能够完成序列化操作。不一定非得实现Serializable接口才可以。

②、transient关键字是和Serializable默认序列化行为联系在一起的,同时也是和 ObjectOutputStream out.defaultWriteObject(),ObjectInputStream in.defaultReadObject() 这两个方法联系在一起的。在进行默认序列化操作,以及调用out.defaultWriteObject()和in.defaultReadObject()这两个方法进行序列化操作的时候,标注transient的变量会被序列化操作所忽略。除Serializable之外,transient关键字在其他地方不会起到任何作用。

③、实现了Externalizable接口的类,其序列化过程完全依靠readExternal和writeExternal这两个方法,包括其对父类数据的处理。也就是说,实现了Externalizable接口以后,其序列化过程完全不使用默认行为了。对所有的数据处理,都必须明明白白的写在readExternal和writeExternal这两个方法中。

④、我们还应该注意一点,Externalizable的优先级比Serializable的优先级要高。假如,某个类同时实现了两个接口,那么在序列化的时候只会考虑和Externalizable接口相关的性质,而不会考虑和Serializable相关的性质。

⑥、在《Core Java Volume II:Advanced Features》中说,序列化是一个比较慢的读写操作。但是,使用Externalizable接口会比使用Serializable接口要快35%到40%。


5、在序列化Singletons的时候需要注意的一个地方

  先定义一个Singletons,便于说明问题:

class Orientation implements Serializable{

    private static final long serialVersionUID = 1L;

    public static final Orientation HORIZONTAL = new Orientation(1);
public static final Orientation VERTICAL = new Orientation(2); private int val;
private Orientation(int val) {
this.val = val;
} public int getVal() {
return val;
}
}

  再定义一个enumeration:

enum Shrubbery{
GROUND, CRAWLING, HANGING
}

  我们知道,Singletons的本意就是:单体。Orientation类只有一个private属性的构造器,所以我们不能通过new来构造一个对象,只能通过Orientation.HORIZONTAL的方式获取对象。而且,任何地方获取到的对象都应该只同一个。包括:反序列化得到的对象。

  从序列化和非序列化的角度上说,现在我们有两种方式来获得一个单体对象:①、Orientation.HORIZONTAL的方式;②、通过反序列化的方式。

  那么,现在的意思就是说:即便你反序列化的数据来源于网络,来源于其它的机器;但是,只要你序列化之前的对象时Orientation.HORIZONTAL,那么反序列化以后得到的对象和我本地的Orientation.HORIZONTAL也必须是同一个(指向相同的内存空间)。

  有人会说,本来就是这样,难道这里还有什么小九九吗?先看一段代码,从结果分析一下你就知道问题所在了:

package streamAndFile;

import java.io.*;

public class ObjectStreamEnum {

    public static void main(String[] args) {

        try {
ObjectOutputStream out = new ObjectOutputStream(new FileOutputStream("e:\\enum.dat"));
out.writeObject(Shrubbery.CRAWLING);
       //序列化一个单体Orientation.HORIZONTAL
out.writeObject(Orientation.HORIZONTAL);
out.close(); ObjectInputStream in = new ObjectInputStream(new FileInputStream("e:\\enum.dat"));
Shrubbery newShr = (Shrubbery) in.readObject();
       //反序列化得到一个单体orient,那么,在本地而言,orient和Orientation.HORIZONTAL是同一个对象吗?
Orientation orient = (Orientation) in.readObject();
in.close(); //使用enum关键字是可以工作的
System.out.println(newShr == Shrubbery.CRAWLING);
/*
* 如果没有在Orientation中定义readResolve()方法,则会返回false。
* 在反序列化的过程中,对于单体(singleton)而言,即便其构造器是私有的,
* 在readObject()的时候还是会创造一个新的对象,然后返回。
* 而,readResolve()方法会在反序列化之后调用,所以,我们可以在这个函数中
* 做一下处理,把不一样的对象设法变成一样的。
*/
System.out.println(orient == Orientation.HORIZONTAL); } catch (Exception e) {
e.printStackTrace();
}
}
}

打印的结果:

true
false

从第二个false可以看出,反序列化得到的单体和本地的单体并不是同一个对象。这个,太不能让人接受了!!!但是,通过enum关键字得到的对象在其序列化之后还是同一个。

  那么,怎样解决这个问题呢?答案是:在单体类中加入一个protected Object readResolve() throws ObjectStreamException方法,在这个方法中设法让不同的对象变得相同。

  两个对象不一样的原因是:在readObject()方法中会构造一个新的对象,然后返回。即便,你单体只有一个private属性的构造器(谁叫java有个反射呢)。

  解决方案的原理:如果实现了Serializable接口的类中具有一个readResolve()方法,那么这个方法会在反序列化完成之后调用。我么就可以在这个方法中做点儿手脚。

  所以,修改以后的Orientation类就是下面这样:

package streamAndFile;

class Orientation implements Serializable{

    private static final long serialVersionUID = 1L;

    public static final Orientation HORIZONTAL = new Orientation(1);
public static final Orientation VERTICAL = new Orientation(2); private int val;
private Orientation(int val) {
this.val = val;
} public int getVal() {
return val;
} /**
* if the <b>readResolve</b> method is defined, it is called after
* the object is deserialized. It must return an object that then
* becomes the return value of the <b>readObject</b> method.
*/
protected Object readResolve() throws ObjectStreamException {
     //如果反序列化的结果是1,我就给你返回一个本地方法得到的对象Orientation.HORIZONTAL。这样肯定就一直了。原理其实简单。
if(val == 1) return Orientation.HORIZONTAL;
if(val == 2) return Orientation.VERTICAL;
return null;
}
}

再运行上面的ObjectStreamEnum就会得到两个true。

  总结为一点:使用enum关键字就不会有这个问题,还是多使用enum。而少自己定义单体,省得麻烦。


6、序列化到底是个什么东西?!

  (试图去追寻事物背后的真相是一件累和危险的事情。说错了,往往会招人嫌弃。)

  java为序列化制定了一个特定的文件规范。序列化过程就是将对象转换成一串特定格式的数据,该数据可以保存在本地文件中,也可以通过网络共享和传递。

  反序列化过程就是按照制定好的规范,将这一串数据转换为一个对象。

  具体的文件格式规范可以自行参考相关的文献。