We all have ever encountered the term OOPs (Object-Oriented Programming) in programming. OOP is an integral part of any programming language that helps carry out complex concepts. It provides a way to structure and organize the code in such a manner that makes it easier to maintain and scale the code.
Classes are an essential concept in OOP or we can say that classes are the building blocks of Object-Oriented Programming which is a programming model based on objects and classes.
Object-Oriented Programming has four important concepts and one of them is inheritance.
What is Inheritance?
Inheritance can be defined as the mechanism that permits the newly created classes to inherit the methods and attributes of the existing class or parent class. The classes that inherit the methods and attributes from the parent class are called subclass and the existing class is called a superclass.
As soon as a subclass inherits the superclass, it gains all of the methods and attributes of the superclass. This allows us to reuse the code as well as we can extend or modify the behavior of the superclass.
For example-
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class Hero: def power(self): print("Rich") class Ironman(Hero): def speciality(self): print("Genius", "Millionaire", "Playboy", "Philanthropist") obj = Ironman() obj.power() obj.speciality() |
The class Hero
has a method power
that returns a specific power a hero has. Then we created a subclass Ironman
that inherits the superclass Hero
and the subclass Ironman
has its own method speciality
that specifies the specialties of Ironman.
The subclass Ironman
now has access to all the attributes and methods of the superclass Hero
as well.
We accessed the method power
using the class Ironman
which inherited the method power
from the class Hero
.
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Rich Genius Millionaire Playboy Philanthropist |
Inheritance helps us reduce the effort that we put into writing the same logic again and again and makes it easy to maintain and update the code.
Different types of inheritance:
- Single Inheritance
- Multiple Inheritance
- Multilevel Inheritance
- Hierarchical Inheritance
- Hybrid Inheritance
Single Inheritance
Single inheritance can be defined as an inheritance where a subclass or derived class inherits from a single superclass or parent class.
In simple words, the derived class or subclass has only one direct parent class. Here is an example of single inheritance.
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# Parent or Base Class class Calculate: def sum(self, a, b): print(a + b) # Subclass or Derived Class class Number(Calculate): pass obj = Number() obj.sum(8, 90) ---------- 98 |
The above code is no different from the code that we discussed earlier where we saw the first glimpse of class inheritance in Python.
The subclass Number
inherited the superclass Calculate
and now the methods inside it can now be accessed by the subclass Number
. We created the instance for the subclass Number
and then accessed the sum
function from the superclass or parent class Calculate
.
Using constructor
Until now, we saw a simple demonstration of the class inheritance in which a subclass gains the methods and attributes of the superclass by just passing it as an argument.
Now we’ll see how to perform inheritance when a class has a constructor function.
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# Base class class Hero: # Constructor function def __init__(self, reel_name, hero_name): self.reel_name = reel_name self.hero_name = hero_name def show(self): print(self.reel_name) print(self.hero_name) # Derived class class Name(Hero): def __init__(self, real_name, reel_name, hero_name): self.real_name = real_name # Calling the __init__ of the parent class Hero.__init__(self, reel_name, hero_name) def display(self): print(self.real_name) Hero.show(self) obj = Name("RDJ", "Tony Stark", "IronMan") obj.display() print("-"*20) obj.show() |
In the above code, we created the base class Hero
and inside it, we defined the constructor function that takes two arguments reel_name
and hero_name
and then we defined the function show
that prints the reel_name
and hero_name
.
Then we created a subclass Name
that inherits the superclass Hero
and then we created a constructor function that takes three arguments real_name
, reel_name
, and hero_name
.
In order to access the objects of the parent class Hero
, we invoked __init__
of the parent class Hero
and passed the required arguments.
Next, we created a function display
that prints the real_name
and calls the function show
from the class Hero
.
Then we created obj
an instance of the class Name
and called the function display
and show
.
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RDJ Tony Stark IronMan -------------------- Tony Stark IronMan |
What if we didn’t call the __init__
of the parent class?
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class Cal: def __init__(self, a, b): self.a = a self.b = b def sq(self): print(self.a ** self.b) class X(Cal): def __init__(self, c): self.c = c obj = X("Hello") obj.sq() |
We have done everything similar to what we did earlier but this time we didn’t call the __init__
of the parent class Cal
and tried to call the function sq
from it.
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Traceback (most recent call last): ... print(self.a ** self.b) AttributeError: 'X' object has no attribute 'a' |
We encountered an error and this happened because the objects of the parent class Cal
were not available for the subclass or child class X
.
Multiple Inheritance
Python supports multiple-class inheritance and can be defined as an inheritance where a subclass or child class inherits from more than one superclass.
In short, a subclass has more than one direct parent class or superclass. Let’s understand the concept of multiple-class inheritance with an example.
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# First Parent Class class First: def __init__(self): self.greet = "Hello" # Second Parent Class class Second: def __init__(self): self.name = "Geeks" # Child or Derived Class class Child(First, Second): def __init__(self): First.__init__(self) Second.__init__(self) def combine(self): print(self.greet, self.name) print("Welcome to GeekPython.") obj = Child() obj.combine() |
In the above code, subclass Child
inherited two superclasses named First
and Second
that will help gain the attributes of both superclasses inside the subclass Child
.
We then created a function combine
that prints the values of self.greet
and self.name
and a string. We created obj
which is an instance of the class and then called the combine
function.
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Hello Geeks Welcome to GeekPython. |
Note: There is a risk of using multiple inheritances because it can lead to uncertainty in the code and also cause a “Diamond Problem” where a subclass inherits certain conflicting methods from multiple parent classes.
Diamond Problem
The “Diamond Problem” often occurs primarily in the case of multiple inheritance where a subclass inherits the conflicting methods from the multiple superclasses that eventually create ambiguity in the code.
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# Base Class class Hello: def func(self): print("Hello") # Derived Class class Geek(Hello): def func(self): print("Geeks") # Derived Class class Python(Hello): def func(self): print("GeekPython") # Derived Class class GeekPython(Geek, Python): pass obj = GeekPython() obj.func() |
In the above code, subclasses Geek
and Python
inherit from the superclass Hero
and then another subclass GeekPython
inherits from the subclasses Geek
and Python
. They all have a function with the same name func
.
Now when we call the func
, the order of the parent class decides from which class GeekPython
inherits from. So, in this case, the function func
inside the class Geek
will get executed.
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Geeks |
If we change the order of the class, then we’ll get the following output.
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# Derived Class class GeekPython(Python, Geek): pass ---------- GeekPython |
Multi-level Inheritance
Multi-level inheritance can be defined as where a subclass inherits from the single subclass and then another subclass inherits from the first subclass. By this, the second subclass can access all the attributes and methods from both the first subclass and the superclass.
Let’s understand with an example showing multi-level inheritance.
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# Base Class class GrandPa: def __init__(self): self.age = 100 # Derived CLass class Parent(GrandPa): def __init__(self): self.name = "Geek" GrandPa.__init__(self) # Derived Class class GrandChild(Parent): def __init__(self): self.hobby = "Gaming" Parent.__init__(self) def display(self): print("Grandpa:", self.age) print("Parent:", self.name) print("Grandchild:", self.hobby) obj = GrandChild() obj.display() |
In the above code, the subclass Parent
inherits from the superclass GrandPa
and now the first subclass Parent
has access to the methods of the superclass GrandPa
.
Then another subclass GrandChild
inherited from the first subclass Parent
and it has access to the methods that both the first subclass and superclass have.
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Grandpa: 100 Parent: Geek Grandchild: Gaming |
Hierarchical Inheritance
Hierarchical inheritance can be defined as when more than one derived class inherits from a single base class. Let’s understand with an example.
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# Base Class class Calculate: def __init__(self, a, b): self.a = a self.b = b def division(self): print(self.a / self.b) # Derived Class class Add(Calculate): def __init__(self, a, b): Calculate.__init__(self, a, b) def add(self): print("Addition:", self.a + self.b) Add.division(self) # Derived Class class Subtract(Calculate): def __init__(self, a, b): Calculate.__init__(self, a, b) def subtract(self): print("Subtraction:", self.a - self.b) Subtract.division(self) obj1 = Add(34, 98) obj2 = Subtract(45, 67) obj1.add() obj2.subtract() |
In the above code, both derived class Add
and Subtract
inherited from the superclass or base class Calculate
.
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Addition: 132 0.3469387755102041 Subtraction: -22 0.6716417910447762 |
Hybrid Inheritance
This type of inheritance is a blend of different inheritance which means it has a combination of two different types of inheritance like multiple or multi-level inheritances or multiple or single inheritances.
Here is an example showing the demonstration of hybrid inheritance.
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# Base Class class Role: def role(self): print("Protagonist") # Derived Class class Luffy(Role): def power(self): print("Gum-Gum devil fruit") # Derived Class class Naruto(Role): def power1(self): print("Nine-tail fox") # Derived Class class Anime(Luffy, Naruto): def anime(self): print("They are anime characters.") obj = Anime() obj.role() obj.power() print("-"*20) obj.role() obj.power1() print("-"*20) obj.anime() |
In the above code, the subclasses Luffy
and Naruto
inherit from the superclass Role
and then the subclass Anime inherits from the subclasses Luffy
and Naruto
.
The first scenario where Luffy
and Naruto
inherit from the superclass Role
shows the single inheritance and the second scenario where Anime
inherits from the subclasses Luffy
and Naruto
shows the multiple inheritances.
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Protagonist Gum-Gum devil fruit -------------------- Protagonist Nine-tail fox -------------------- They are anime characters. |
Conclusion
Inheritance is one of the pillars of Object-Oriented Programming (OOP) that allows a new class to inherit the methods and attributes of an existing class or parent class.
Python is one of the programming languages that support multiple inheritance of the class but it could lead to uncertainty in the code.
Let’s review what we’ve learned:
We saw the concepts of different types of inheritance in Python:
- Single Inheritance
- Multiple Inheritance
- Multi-level Inheritance
- Hierarchical Inheritance
- Hybrid Inheritance
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