We Keep Coding

Uses of hashcode in Java apart from hashing collections [duplicate]

In Java, obj.hashCode() returns some value. What is the use of this hash code in programming?

hashCode() is used for bucketing in Hash implementations like HashMap, HashTable, HashSet, etc.
The value received from hashCode() is used as the bucket number for storing elements of the set/map. This bucket number is the address of the element inside the set/map.
When you do contains() it will take the hash code of the element, then look for the bucket where hash code points to. If more than 1 element is found in the same bucket (multiple objects can have the same hash code), then it uses the equals() method to evaluate if the objects are equal, and then decide if contains() is true or false, or decide if element could be added in the set or not.

From the Javadoc:
Returns a hash code value for the object. This method is supported for the benefit of hashtables such as those provided by java.util.Hashtable.
The general contract of hashCode is:
Whenever it is invoked on the same object more than once during an execution of a Java application, the hashCode method must consistently return the same integer, provided no information used in equals comparisons on the object is modified. This integer need not remain consistent from one execution of an application to another execution of the same application.
If two objects are equal according to the equals(Object) method, then calling the hashCode method on each of the two objects must produce the same integer result.
It is not required that if two objects are unequal according to the equals(java.lang.Object) method, then calling the hashCode method on each of the two objects must produce distinct integer results. However, the programmer should be aware that producing distinct integer results for unequal objects may improve the performance of hashtables.
As much as is reasonably practical, the hashCode method defined by class Object does return distinct integers for distinct objects. (This is typically implemented by converting the internal address of the object into an integer, but this implementation technique is not required by the Java programming language.)

hashCode() is a function that takes an object and outputs a numeric value. The hashcode for an object is always the same if the object doesn't change.
Functions like HashMap, HashTable, HashSet, etc. that need to store objects will use a hashCode modulo the size of their internal array to choose in what "memory position" (i.e. array position) to store the object.
There are some cases where collisions may occur (two objects end up with the same hashcode), and that, of course, needs to be solved carefully.

The value returned by hashCode() is the object's hash code, which is the object's memory address in hexadecimal.
By definition, if two objects are equal, their hash code must also be equal. If you override the equals() method, you change the way two objects are equated and Object's implementation of hashCode() is no longer valid. Therefore, if you override the equals() method, you must also override the hashCode() method as well.
This answer is from the java SE 8 official tutorial documentation

A hashcode is a number generated from any object.
This is what allows objects to be stored/retrieved quickly in a Hashtable.
Imagine the following simple example:
On the table in front of you. you have nine boxes, each marked with a number 1 to 9. You also have a pile of wildly different objects to store in these boxes, but once they are in there you need to be able to find them as quickly as possible.
What you need is a way of instantly deciding which box you have put each object in. It works like an index. you decide to find the cabbage so you look up which box the cabbage is in, then go straight to that box to get it.
Now imagine that you don't want to bother with the index, you want to be able to find out immediately from the object which box it lives in.
In the example, let's use a really simple way of doing this - the number of letters in the name of the object. So the cabbage goes in box 7, the pea goes in box 3, the rocket in box 6, the banjo in box 5 and so on.
What about the rhinoceros, though? It has 10 characters, so we'll change our algorithm a little and "wrap around" so that 10-letter objects go in box 1, 11 letters in box 2 and so on. That should cover any object.
Sometimes a box will have more than one object in it, but if you are looking for a rocket, it's still much quicker to compare a peanut and a rocket, than to check a whole pile of cabbages, peas, banjos, and rhinoceroses.
That's a hash code. A way of getting a number from an object so it can be stored in a Hashtable. In Java, a hash code can be any integer, and each object type is responsible for generating its own. Lookup the "hashCode" method of Object.
Source - here

Although hashcode does nothing with your business logic, we have to take care of it in most cases. Because when your object is put into a hash based container(HashSet, HashMap...), the container puts/gets the element's hashcode.

hashCode() is a unique code which is generated by the JVM for every object creation.
We use hashCode() to perform some operation on hashing related algorithm like Hashtable, Hashmap etc..
The advantages of hashCode() make searching operation easy because when we search for an object that has unique code, it helps to find out that object.
But we can't say hashCode() is the address of an object. It is a unique code generated by JVM for every object.
That is why nowadays hashing algorithm is the most popular search algorithm.

One of the uses of hashCode() is building a Catching mechanism.
Look at this example:
class Point
{
public int x, y;
public Point(int x, int y)
{
this.x = x;
this.y = y;
}
#Override
public boolean equals(Object o)
{
if (this == o) return true;
if (o == null || getClass() != o.getClass()) return false;
Point point = (Point) o;
if (x != point.x) return false;
return y == point.y;
}
#Override
public int hashCode()
{
int result = x;
result = 31 * result + y;
return result;
}
class Line
{
public Point start, end;
public Line(Point start, Point end)
{
this.start = start;
this.end = end;
}
#Override
public boolean equals(Object o)
{
if (this == o) return true;
if (o == null || getClass() != o.getClass()) return false;
Line line = (Line) o;
if (!start.equals(line.start)) return false;
return end.equals(line.end);
}
#Override
public int hashCode()
{
int result = start.hashCode();
result = 31 * result + end.hashCode();
return result;
}
}
class LineToPointAdapter implements Iterable<Point>
{
private static int count = 0;
private static Map<Integer, List<Point>> cache = new HashMap<>();
private int hash;
public LineToPointAdapter(Line line)
{
hash = line.hashCode();
if (cache.get(hash) != null) return; // we already have it
System.out.println(
String.format("%d: Generating points for line [%d,%d]-[%d,%d] (no caching)",
++count, line.start.x, line.start.y, line.end.x, line.end.y));
}

Combining Hash of String and Hash of Long

I have the following java class:
public class Person{
String name; //a unique name
Long DoB; //a unique time
.
.
.
#Override
public int hashCode(){
return name.hashCode() + DoB.hashCode();
}
}
Is my hashCode method correct (i.e. would it return a unique number of all combinations.
I have a feeling I'm missing something here.

You could let java.util.Arrays do it for you:
return Arrays.hashCode(new Object[]{ name, DoB });

You might also want to use something more fluent and more NPE-bulletproof like Google Guava:
#Override
public int hashCode(){
return Objects.hashCode(name, DoB);
}
#Override
public boolean equals(Object o) {
if ( this == o ) {
return true;
}
if ( o == null || o.getClass() != Person.class ) {
return false;
}
final Person that = (Person) o;
return Objects.equal(name, that.name) && Objects.equal(DoB, that.DoB);
}
Edit:
IntelliJ IDEA and Eclipse can generate more efficient hashCode() and equals().

Aside for the obvious, which is, you might want to implement the equals method as well...
Summing two hash codes has the very small risk of overflowing int
The sum itself seems like a bit of a weak methodology to provide unique hash codes. I would instead try some bitwise manipulation and use a seed.

See Bloch's Effective Java #9.
But you should start with an initial value (so that subsequent zero values are significant), and combine the fields that apply to the result along with a multiplier so that order is significant (so that similar classes will have much different hashes.)
Also, you will have to treat things like long fields and Strings a little different. e.g., for longs:
(int) (field ^ (field>>>32))
So, this means something like:
#Override public int hashCode() {
int result = 17;
result += name.hashCode() == null ? 0 : name.hashCode();
result = 31 * result + (int) (DoB ^ (DoB >>> 32));
return result;
}
31 is slightly magic, but odd primes can make it easier for the compiler to optimize the math to shift-subtraction. (Or you can do the shift-subtraction yourself, but why not let the compiler do it.)

usually a hashcode is build like so:
#Override
public int hashCode(){
return name.hashCode() ^ DoB.hashCode();
}
but the important thing to remember when doing a hashcode method is the use of it. the use of hashcode method is to put different object in different buckets in a hashtable or other collection using hashcode. as such, it's impotent to have a method that gives different answers to different objects at a low run time but doesn't have to be different for every item, though it's better that way.
This hash is used by other code when storing or manipulating the
instance – the values are intended to be evenly distributed for varied
inputs in order to use in clustering. This property is important to
the performance of hash tables and other data structures that store
objects in groups ("buckets") based on their computed hash values
and
The general contract for overridden implementations of this method is
that they behave in a way consistent with the same object's equals()
method: that a given object must consistently report the same hash
value (unless it is changed so that the new version is no longer
considered "equal" to the old), and that two objects which equals()
says are equal must report the same hash value.

Your hash code implementation is fine and correct. It could be better if you follow any of the suggestions other people have made, but it satisfies the contract for hashCode, and collisions aren't particularly likely, though they could be made less likely.

Creating a hashCode() Method - Java

I'm having some trouble writing a hashCode() method for a class I created. This class is meant to be used inside a TreeSet, and as such, it implements Comparable. The class has the following variables:
public class Node implements Comparable<Node> {
Matrix matrix;
int[] coordinates= new int[2];
Node father;
int depth;
int cost;
Here's the implementation of the compareTo() method. I want the TreeSet to organize these Node structures by their cost, therefore, compareTo() returns the result of a simple subtraction.
public int compareTo(Node nodeToCompare) {
return this.cost - nodeToCompare.cost;
}
I also implemented an equals() method.
public boolean equals(Object objectToCompare) {
if(objectToCompare== this) {return true;}
if(objectToCompare== null || objectToCompare.getClass()!= this.getClass()) {return false;}
Node objectNode= (Node) objectToCompare;
return this.father.equals(objectNode.father) &&
this.depth== objectNode.depth &&
this.cost== objectNode.cost &&
this.matrix.equals(objectNode.matrix) &&
Arrays.equals(this.coordinates, objectNode.coordinates);
}
Having said all of that, I have a few questions:
Since I implemented a new equals() method, should I implement a new hashCode() method?
How can I go about implementing a new hashCode method() with those variables? (Note that the variable matrix of the type Matrix has a hashCode() method implemented)
That's all!

Your compareTo method is not consistent with your equals method: your compareTo method says that two instances are equivalent if they have the same cost — such that a TreeSet can only ever contain at most one instance with a given cost — but your equals method says that they're only equivalent if they have the same cost and are the same in various other ways.
So, assuming that your equals method is correct:
you need to fix your compareTo method to be consistent with it.
you need to create a hashCode method that is consistent with it. I recommend using the same sort of logic as is used by java.util.List.hashCode(), which is a straightforward and effective way to assemble the hash-codes of component objects in a specific order; basically you would write something like: int hashCode = 1;
hashCode = 31 * hashCode + (father == null ? 0 : father.hashCode());
hashCode = 31 * hashCode + depth;
hashCode = 31 * hashCode + cost;
hashCode = 31 * hashCode + matrix.hashCode();
hashCode = 31 * hashCode + java.util.Arrays.hashCode(coordinates);
return hashCode;

Intellij IDEA can do this as a ' right-click' feature. Just seeing it done correctly will teach you alot.
And you should override both in any case.

The contract for the hashCode method states that if two objects are equal, then calling hashCode() should give you the same integer result. The opposite does not have to be true, i.e. if two hashCodes are the same the objects don't have to equal each other.
Looking at your equals method (which needs variable translation btw), you can add the hashCodes of all the internal member variables that need to be equals for your equals method to give true. e.g.
public int hashCode() {
return this.matrix.hashCode() +
this.coordinates[0] +
this.coordinates[1] +
this.father.hashCode() +
this.depth + this.cost;
}
The above assumes that matrix and father are never nulls, you need to make sure that you check for nulls if that's not the case.
If you feel more adventurous you can multiply a few of the above with a prime to ensure you don't get hashCode collisions for different data (this will help improve performance if you are using your class in hashTables and hashMaps). If you need to cater for nulls, the above method can be written a bit better like this:
public int hashCode() {
return ((this.matrix == null) ? 0 : this.matrix.hashCode()) +
17 * this.coordinates[0] +
this.coordinates[1] +
((this.father == null) ? 0 : this.father.hashCode()) +
31 * this.depth + 19 * this.cost;
}

If your collection is small you can return constant from hashCode method. It use for quick finding. hashCodes is like the boxes, which keep elements. Rules are:
Equal elements must be in same box (have same hashCode) - surely;
Not equal elements can be either in same or in different boxes.
Then you return constant, you obey these 2 rules, but it can significantly decrease perfomance on not small lists (because JVM will look for in all elements, and not in elements in the same box only). But return constant is the bad approach.
PS: Sorry for my writing. English is not my native language.
PPS: usualy you have to implement hashCode method in the same way as equals (use same elements)

Mutable objects and hashCode

Have the following class:
public class Member {
private int x;
private long y;
private double d;
public Member(int x, long y, double d) {
this.x = x;
this.y = y;
this.d = d;
}
#Override
public int hashCode() {
final int prime = 31;
int result = 1;
result = prime * result + x;
result = (int) (prime * result + y);
result = (int) (prime * result + Double.doubleToLongBits(d));
return result;
}
#Override
public boolean equals(Object obj) {
if (this == obj) {
return true;
}
if (obj instanceof Member) {
Member other = (Member) obj;
return other.x == x && other.y == y
&& Double.compare(d, other.d) == 0;
}
return false;
}
public static void main(String[] args) {
Set<Member> test = new HashSet<Member>();
Member b = new Member(1, 2, 3);
test.add(b);
System.out.println(b.hashCode());
b.x = 0;
System.out.println(b.hashCode());
Member first = test.iterator().next();
System.out.println(test.contains(first));
System.out.println(b.equals(first));
System.out.println(test.add(first));
}
}
It produces the following results:
30814
29853
false
true
true
Because the hashCode depends of the state of the object it can no longer by retrieved properly, so the check for containment fails. The HashSet in no longer working properly. A solution would be to make Member immutable, but is that the only solution? Should all classes added to HashSets be immutable? Is there any other way to handle the situation?
Regards.

Objects in hashsets should either be immutable, or you need to exercise discipline in not changing them after they've been used in a hashset (or hashmap).
In practice I've rarely found this to be a problem - I rarely find myself needing to use complex objects as keys or set elements, and when I do it's usually not a problem just not to mutate them. Of course if you've exposed the references to other code by this time, it can become harder.

Yes. While maintaining your class mutable, you can compute the hashCode and the equals methods based on immutable values of the class ( perhaps a generated id ) to adhere to the hashCode contract defined in Object class:
Whenever it is invoked on the same object more than once during an execution of a Java application, the hashCode method must consistently return the same integer, provided no information used in equals comparisons on the object is modified. This integer need not remain consistent from one execution of an application to another execution of the same application.
If two objects are equal according to the equals(Object) method, then calling the hashCode method on each of the two objects must produce the same integer result.
It is not required that if two objects are unequal according to the equals(java.lang.Object) method, then calling the hashCode method on each of the two objects must produce distinct integer results. However, the programmer should be aware that producing distinct integer results for unequal objects may improve the performance of hashtables.
Depending on your situation this may be easier or not.
class Member {
private static long id = 0;
private long id = Member.id++;
// other members here...
public int hashCode() { return this.id; }
public boolean equals( Object o ) {
if( this == o ) { return true; }
if( o instanceOf Member ) { return this.id == ((Member)o).id; }
return false;
}
...
}
If you need a thread safe attribute, you may consider use: AtomicLong instead, but again, it depends on how are you going to use your object.

As already mentioned, one can accept the following three solutions:
Use immutable objects; even when your class is mutable, you may use immutable identities on your hashcode implementation and equals checking, eg an ID-like value.
Similarly to the above, implement add/remove to get a clone of the inserted object, not the actual reference. HashSet does not offer a get function (eg to allow you alter the object later on); thus, you are safe there won't exist duplicates.
Exercise discipline in not changing them after they've been used, as #Jon Skeet suggests
But, if for some reason you really need to modify objects after being inserted to a HashSet, you need to find a way of "informing" your Collection with the new changes. To achieve this functionality:
You can use the Observer design pattern, and extend HashSet to implement the Observer interface. Your Member objects must be Observable and update the HashSet on any setter or other method that affects hashcode and/or equals.
Note 1: Extending 3, using 4: we may accept alterations, but those that do not create an already existing object (eg I updated a user's ID, by assigning a new ID, not setting it to an existing one). Otherwise, you have to consider the scenario where an object is transformed in such a way that is now equal to another object already existing in the Set. If you accept this limitation, 4th suggestion will work fine, else you must be proactive and define a policy for such cases.
Note 2: You have to provide both previous and current states of the altered object on your update implementation, because you have to initially remove the older element (eg use getClone() before setting new values), then add the object with the new state. The following snippet is just an example implementation, it needs changes based on your policy of adding a duplicate.
#Override
public void update(Observable newItem, Object oldItem) {
remove(oldItem);
if (add(newItem))
newItem.addObserver(this);
}
I've used similar techniques on projects, where I require multiple indices on a class, so I can look up with O(1) for Sets of objects that share a common identity; imagine it as a MultiKeymap of HashSets (this is really useful, as you can then intersect/union indices and work similarly to SQL-like searching). In such cases I annotate methods (usually setters) that must fireChange-update each of the indices when a significant change occurs, so indices are always updated with the latest states.

Jon Skeet has listed all alternatives. As for why the keys in a Map or Set must not change:
The contract of a Set implies that at any time, there are no two objects o1 and o2 such that
o1 != o2 && set.contains(o1) && set.contains(o2) && o1.equals(o2)
Why that is required is especially clear for a Map. From the contract of Map.get():
More formally, if this map contains a mapping from a key
k to a value v such that (key==null ? k==null : key.equals(k)), then this method returns v, otherwise it returns null. (There can be at most one such mapping.)
Now, if you modify a key inserted into a map, you might make it equal to some other key already inserted. Moreover, the map can not know that you have done so. So what should the map do if you then do map.get(key), where key is equal to several keys in the map? There is no intuitive way to define what that would mean - chiefly because our intuition for these datatypes is the mathematical ideal of sets and mappings, which don't have to deal with changing keys, since their keys are mathematical objects and hence immutable.

Theoretically (and more often than not practically too) your class either:
has a natural immutable identity that can be inferred from a subset of its fields, in which case you can use those fields to generate the hashCode from.
has no natural identity, in which case using a Set to store them is unnecessary, you could just as well use a List.

Never change 'hashable field" after putting in hash based container.
As if you (Member) registered your phone number (Member.x) in yellow page(hash based container), but you changed your number, then no one can find you in the yellow page any more.

What is the use of hashCode in Java?

In Java, obj.hashCode() returns some value. What is the use of this hash code in programming?

hashCode() is used for bucketing in Hash implementations like HashMap, HashTable, HashSet, etc.
The value received from hashCode() is used as the bucket number for storing elements of the set/map. This bucket number is the address of the element inside the set/map.
When you do contains() it will take the hash code of the element, then look for the bucket where hash code points to. If more than 1 element is found in the same bucket (multiple objects can have the same hash code), then it uses the equals() method to evaluate if the objects are equal, and then decide if contains() is true or false, or decide if element could be added in the set or not.

From the Javadoc:
Returns a hash code value for the object. This method is supported for the benefit of hashtables such as those provided by java.util.Hashtable.
The general contract of hashCode is:
Whenever it is invoked on the same object more than once during an execution of a Java application, the hashCode method must consistently return the same integer, provided no information used in equals comparisons on the object is modified. This integer need not remain consistent from one execution of an application to another execution of the same application.
If two objects are equal according to the equals(Object) method, then calling the hashCode method on each of the two objects must produce the same integer result.
It is not required that if two objects are unequal according to the equals(java.lang.Object) method, then calling the hashCode method on each of the two objects must produce distinct integer results. However, the programmer should be aware that producing distinct integer results for unequal objects may improve the performance of hashtables.
As much as is reasonably practical, the hashCode method defined by class Object does return distinct integers for distinct objects. (This is typically implemented by converting the internal address of the object into an integer, but this implementation technique is not required by the Java programming language.)

hashCode() is a function that takes an object and outputs a numeric value. The hashcode for an object is always the same if the object doesn't change.
Functions like HashMap, HashTable, HashSet, etc. that need to store objects will use a hashCode modulo the size of their internal array to choose in what "memory position" (i.e. array position) to store the object.
There are some cases where collisions may occur (two objects end up with the same hashcode), and that, of course, needs to be solved carefully.

The value returned by hashCode() is the object's hash code, which is the object's memory address in hexadecimal.
By definition, if two objects are equal, their hash code must also be equal. If you override the equals() method, you change the way two objects are equated and Object's implementation of hashCode() is no longer valid. Therefore, if you override the equals() method, you must also override the hashCode() method as well.
This answer is from the java SE 8 official tutorial documentation

A hashcode is a number generated from any object.
This is what allows objects to be stored/retrieved quickly in a Hashtable.
Imagine the following simple example:
On the table in front of you. you have nine boxes, each marked with a number 1 to 9. You also have a pile of wildly different objects to store in these boxes, but once they are in there you need to be able to find them as quickly as possible.
What you need is a way of instantly deciding which box you have put each object in. It works like an index. you decide to find the cabbage so you look up which box the cabbage is in, then go straight to that box to get it.
Now imagine that you don't want to bother with the index, you want to be able to find out immediately from the object which box it lives in.
In the example, let's use a really simple way of doing this - the number of letters in the name of the object. So the cabbage goes in box 7, the pea goes in box 3, the rocket in box 6, the banjo in box 5 and so on.
What about the rhinoceros, though? It has 10 characters, so we'll change our algorithm a little and "wrap around" so that 10-letter objects go in box 1, 11 letters in box 2 and so on. That should cover any object.
Sometimes a box will have more than one object in it, but if you are looking for a rocket, it's still much quicker to compare a peanut and a rocket, than to check a whole pile of cabbages, peas, banjos, and rhinoceroses.
That's a hash code. A way of getting a number from an object so it can be stored in a Hashtable. In Java, a hash code can be any integer, and each object type is responsible for generating its own. Lookup the "hashCode" method of Object.
Source - here

Although hashcode does nothing with your business logic, we have to take care of it in most cases. Because when your object is put into a hash based container(HashSet, HashMap...), the container puts/gets the element's hashcode.

hashCode() is a unique code which is generated by the JVM for every object creation.
We use hashCode() to perform some operation on hashing related algorithm like Hashtable, Hashmap etc..
The advantages of hashCode() make searching operation easy because when we search for an object that has unique code, it helps to find out that object.
But we can't say hashCode() is the address of an object. It is a unique code generated by JVM for every object.
That is why nowadays hashing algorithm is the most popular search algorithm.

One of the uses of hashCode() is building a Catching mechanism.
Look at this example:
class Point
{
public int x, y;
public Point(int x, int y)
{
this.x = x;
this.y = y;
}
#Override
public boolean equals(Object o)
{
if (this == o) return true;
if (o == null || getClass() != o.getClass()) return false;
Point point = (Point) o;
if (x != point.x) return false;
return y == point.y;
}
#Override
public int hashCode()
{
int result = x;
result = 31 * result + y;
return result;
}
class Line
{
public Point start, end;
public Line(Point start, Point end)
{
this.start = start;
this.end = end;
}
#Override
public boolean equals(Object o)
{
if (this == o) return true;
if (o == null || getClass() != o.getClass()) return false;
Line line = (Line) o;
if (!start.equals(line.start)) return false;
return end.equals(line.end);
}
#Override
public int hashCode()
{
int result = start.hashCode();
result = 31 * result + end.hashCode();
return result;
}
}
class LineToPointAdapter implements Iterable<Point>
{
private static int count = 0;
private static Map<Integer, List<Point>> cache = new HashMap<>();
private int hash;
public LineToPointAdapter(Line line)
{
hash = line.hashCode();
if (cache.get(hash) != null) return; // we already have it
System.out.println(
String.format("%d: Generating points for line [%d,%d]-[%d,%d] (no caching)",
++count, line.start.x, line.start.y, line.end.x, line.end.y));
}