CODEWITHSUNDEEP
javapythoninterfacepolymorphism
kasavbere
kasavbere

Reputation: 6003

Python Polymorphism through inheritance and interface

I am using Python 2.7 (google app engine)

Learning Python, I have figured out how the language uses inheritance to achieve polymorphism.

INHERITANCE-BASED POLYMORPHISM IN PYTHON:

class pet:
  number_of_legs = None
  age = None

  def sleep(self):
    print "zzz"

  def count_legs(self):
    print "I have %s legs." % self.number_of_legs
    return self.number_of_legs


class dog(pet):
  def bark(self):
    print "woof"

doug = dog()

doug.number_of_legs = 5;

print "Doug has %s legs." % doug.count_legs()
doug.bark()

My question is this: Does Python have loosely coupled polymorphism, i.e. using interface instead of inheritance. For example, in Java, classes with no ancestral relationships may implement the same interface. See HouseDog and PetRock in the following example.

INTERFACE-BASED POLYMORPHISM IN JAVA:

class Animal{
   int legs;
   double weight;

   public int getLegs(){return this.legs;}
   public double getWeight(){return this.weight}
}

interface Pet{
    public int getNumberOfDresses();
    public int getNumberOfToys();
}

class HouseDog extends Animal implements Pet{
   //... implementation here
}

class PetRock implements Pet{
   //a rock and a dog don't really have much in common.
   //But both can be treated as pets
}

QUESTION:

Again: Does python have an object-oriented way to achieve polymorphism without using inheritance?

Upvotes: 0

Views: 2225

Answers (1)

acjay
acjay

Reputation: 36551

Yes, they call it Duck Typing. There's no need to formally implement an interface. Java-style interfaces don't exist because Python has multiple inheritance, so if you want to define the interface, you just use a regular class as the supertype. But, generally, people avoid creating completely abstract base classes, and avail themselves of duck typing.

For your example, one would just omit the Pet interface, but let HouseDog and PetRock both have getNumberOfDresses and getNumberOfToys methods. In polymorphic situations, Python checks for the existence of the methods, only when they are called, instead of checking the types at compile-time (which doesn't exist) or load-time. The big advantage is in letting you rapidly prototype without worry about the formalisms while your implementation isn't yet complete.

If you do want formal type-checking, you can get it in a number of ways, but none is officially sanctioned.

Upvotes: 6

Related Questions