Deep, Shallow and Lazy Copy with Java Examples
In object-oriented programming, object copying is creating a copy of an existing object, the resulting object is called an object copy or simply copy of the original object.There are several ways to copy an object, most commonly by a copy constructor or cloning.
We can define Cloning as “create a copy of object”. Shallow, deep and lazy copy is related to cloning process.
These are actually three ways for creating copy object.
Shallow Copy
- Whenever we use default implementation of clone method we get shallow copy of object means it creates new instance and copies all the field of object to that new instance and returns it as object type, we need to explicitly cast it back to our original object. This is shallow copy of the object.
- clone() method of the object class support shallow copy of the object. If the object contains primitive as well as non primitive or reference type variable in shallow copy, the cloned object also refers to the same object to which the original object refers as only the object references gets copied and not the referred objects themselves.
- That’s why the name shallow copy or shallow cloning in Java. If only primitive type fields or Immutable objects are there then there is no difference between shallow and deep copy in Java.
Java
The above code shows shallow copying. data simply refers to the same array as vals.
This can lead to unpleasant side effects if the elements of values are changed via some other reference.
Java
Output 1 : [3, 7, 9] Output 2 : [13, 7, 9]
- Whenever we need own copy not to use default implementation we call it as deep copy, whenever we need deep copy of the object we need to implement according to our need.
- So for deep copy we need to ensure all the member class also implement the Cloneable interface and override the clone() method of the object class.
A deep copy means actually creating a new array and copying over the values.
Java
Java
Output 1 : [3, 7, 9] Output 2 : [3, 7, 9]
Changes to the array vals will not result in changes to the array data.
when to use what
There is no hard and fast rule defined for selecting between shallow copy and deep copy but normally we should keep in mind that if an object has only primitive fields, then obviously we should go for shallow copy, but if the object has references to other objects, then based on the requirement, shallow copy or deep copy should be done. If the references are not updated then there is no point to initiate a deep copy.
Lazy Copy
A lazy copy can be defined as a combination of both shallow copy and deep copy. The mechanism follows a simple approach – at the initial state, shallow copy approach is used. A counter is also used to keep a track on how many objects share the data. When the program wants to modify the original object, it checks whether the object is shared or not. If the object is shared, then the deep copy mechanism is initiated.
Summary
In shallow copy, only fields of primitive data type are copied while the objects references are not copied. Deep copy involves the copy of primitive data type as well as object references. There is no hard and fast rule as to when to do shallow copy and when to do a deep copy. Lazy copy is a combination of both of these approaches
Java Cloning – Deep and Shallow Copy – Copy Constructors
In Java, cloning is the process of creating an exact copy of the original object. It essentially means the ability to create an object with a similar state as the original object.
The Object’s clone() method provides the cloning functionality in Java.
1. What is Cloning in Java?
In simple words, cloning is about creating a copy of the original object. Its dictionary meaning is: “make an identical copy of”.
By default, Java cloning is ‘field by field copy’ because the Object class does not have any idea about the structure of the class on which the clone() method will be invoked.
So, JVM when called for cloning, does the following things:
- If the class has only primitive data type members then a completely new copy of the object will be created and the reference to the new object copy will be returned.
- If the class contains members of any class type then only the object references to those members are copied and hence the member references in both the original object as well as the cloned object refer to the same object.
Apart from the above default behavior, we can always override this behavior and specify your own. This is done by overriding the clone() method. Let’s see how it is done.
2. Cloneable Interface and clone() Method
In java, if a class needs to support cloning, we must do the following things:
- We must implement Cloneable interface.
- We must override clone() method from Object class.(It is weird. clone() method should have been in Cloneable interface.)
Java docs about clone() method are given below (formatted and extracted).
/** Creates and returns a copy of this object. The precise meaning of "copy" may depend on the class of the object. The general intent is that, for any object x, the expression: 1) x.clone() != x will be true 2) x.clone().getClass() == x.getClass() will be true, but these are not absolute requirements. 3) x.clone().equals(x) will be true, this is not an absolute requirement. */ protected native Object clone() throws CloneNotSupportedException;
- First statement guarantees that cloned object will have separate memory address assignment.
- Second statement suggests that original and cloned objects should have same class type, but it is not mandatory.
- Third statement suggests that original and cloned objects should have be equal using equals() method, but it is not mandatory.
Let’s understand the Java cloning process with an example. The Employee class has 3 fields – id , name and department .
public class Employee implements Cloneable < private int empoyeeId; private String employeeName; private Department department; public Employee(int id, String name, Department dept) < this.empoyeeId = id; this.employeeName = name; this.department = dept; >@Override protected Object clone() throws CloneNotSupportedException < return super.clone(); >//Getters and Setters >
Department class has two attributes – id and name .
public class Department < private int id; private String name; public Department(int id, String name) < this.id = id; this.name = name; >//Getters and Setters >
So, if we need to clone the Employee class, then we need to do something like this.
Great, we successfully cloned the Employee object. But, remember we have two references to the same object and now both will change the state of the object in different parts of the application. Want to see how? Let’s see.
Oops, cloned object changes are visible in the original also. This way cloned objects can make havoc in the system if allowed to do so. Anybody can come and clone your application objects and do whatever he likes. Can we prevent this??
The answer is yes, we can. We can prevent this by creating deep copying or using copy constructors. We will learn about them later in this post.
3. Shallow Copy of an Object
Shallow cloning is the “default implementation” in Java. In overridden clone() method, if we are not cloning all the object types (not primitives), then we are making a shallow copy.
All above examples are of shallow copy only, because we have not cloned the Department object on Employee class’s clone method. Now, I will move on to the next section where we will see the deep cloning.
Deep cloning or deep copying is the desired behavior in most cases. In the deep copy, we create a clone that is independent of the original object and making changes in the cloned object should not affect the original object.
Let’s see how deep copy is created in Java.
//Modified clone() method in Employee class @Override protected Object clone() throws CloneNotSupportedException
I modified the Employee classes clone() method and added following clone method in Department class.
//Defined clone method in Department class. @Override protected Object clone() throws CloneNotSupportedException
Now testing our cloning code gives the desired result and the name of the department will not be modified in the clone object.
Here, changing the state of the cloned object does not affect the original object.
So deep cloning requires satisfaction of following rules –
- No need to separately copy primitives.
- All the member classes in original class should support cloning and in clone method of original class in context should call super.clone() on all member classes.
- If any member class does not support cloning then in clone method, one must create a new instance of that member class and copy all its attributes one by one to new member class object. This new member class object will be set in cloned object.
Copy constructors are special constructors in a class that takes an argument for its own class type.
So, when you pass an instance of a class to a copy constructor, the constructor will return a new instance of the class with values copied from the argument instance. It helps us to clone objects without the Cloneable interface.
Let us see an example of the copy constructors.
5.2. Watch out for Inheritance Issues
Above class PointOne looks simple and it is until comes inheritance.
When we define a child class by extending the above class, we need to define a similar constructor there also. In child class, we need to copy child-specific attributes and pass the argument to the super class’s constructor.
public class PointTwo extends PointOne < private Integer z; public PointTwo(PointTwo point)< super(point); //Call Super class constructor here this.z = point.z; >>
So, are we fine now? NO. The problem with inheritance is that exact behavior is identified only at runtime.
So, in our case, if some class passed the instance of PointTwo in constructor of PointOne . In this case, we will get the instance of PointOne in return where we passed the instance of PointTwo as an argument.
class corejava.cloning.PointOne class corejava.cloning.PointOne
Another way of creating a copy constructor is to have static factory methods. They take the class type in the method argument and create a new instance using another constructor of the class.
Then these factory methods will copy all the state data to the new class instance just created in the previous step, and return this updated instance.
public class PointOne implements Cloneable < private Integer x; private Integer y; public PointOne(Integer x, Integer y) < this.x = x; this.y = y; >public static PointOne copyPoint(PointOne point) throws CloneNotSupportedException < if(!(point instanceof Cloneable)) < throw new CloneNotSupportedException("Invalid cloning"); >//Can do multiple other things here return new PointOne(point.x, point.y); > >
7. Deep Cloning with Serialization
Serialization is another easy way of deep cloning. In this method, we serialize the object to be cloned and de-serialize it back. Obviously, the object, that needs to be cloned, should implement Serializable interface.
Before going any further, I should caution that this technique is not to be used lightly.
- First of all, serialization is hugely expensive. It could easily be a hundred times more expensive than the clone() method.
- Second, not all objects are Serializable .
- Third, making a class Serializable is tricky and not all classes can be relied on to get it right.
@SuppressWarnings("unchecked") public static T clone(T t) throws Exception < //Check if T is instance of Serializeble other throw CloneNotSupportedException ByteArrayOutputStream bos = new ByteArrayOutputStream(); //Serialize it serializeToOutputStream(t, bos); byte[] bytes = bos.toByteArray(); ObjectInputStream ois = new ObjectInputStream(new ByteArrayInputStream(bytes)); //Deserialize it and return the new instance return (T)ois.readObject(); >
8. Cloning with Apache Commons
In Apache commons, SerializationUtils class also has a utility function for deep cloning. If you feel interested follow their official docs.
org.apache.commons commons-lang3 3.7
SomeObject cloned = SerializationUtils.clone(someObject);
- When you don’t know whether you can call the clone() method of a particular class as you are not sure if it is implemented in that class, you can check with checking if the class is instance of “ Cloneable ” interface as below.
//We can do this if(obj1 instanceof Cloneable) < obj2 = obj1.clone(); >//Don't do this. Cloneable does not have any methods obj2 = (Cloneable) obj1.clone();
- Note that no constructor is called on the Object during cloning process. As a result, it is your responsibility, to make sure all the instance fields have been properly set.
- Also, if you are keeping track of the number of objects in the system by counting the invocation of constructors, you got a new additional place to increment the counter.
I hope that this post has been a refresher for you and helped you gain more information about Java clone method and its correct usage. It will also help in replying to Java clone interview questions.