Programmation Orientée Objet

Slides
Author

Ludovic Deneuville

Introduction

OOP is a programming paradigm that organizes code around objects rather than functions and procedures.

These objects represent real-world entities and have:

  • attributes: what they are
  • methods: what they can do

Benefits

OOP allows you to:

  • organize code in a more structured way
  • promote code reuse and maintainability
  • naturally model concepts from the application domain

It is widely used in many programming languages, including Python, to develop complex and scalable applications.

Example

Let’s model a person:

  • Attributes: last name, first name, age, skills
  • Methods: learn(), grow_older()
NoteMethods can modify attributes

The grow_older() method will increase the person’s age by 1.

The learn(“Python”) method will add “Python” to the list of skills.

Fundamental principles

Encapsulation

Encapsulation consists of grouping data and the methods that manipulate it within the same object.

It allows you to:

  • hide implementation details
  • provide a consistent interface for interacting with the object

Inheritance

Inheritance allows new classes to be created from existing classes by inheriting their attributes and methods. This promotes:

  • code reuse
  • the creation of class hierarchies

Example: Square inherits from Rectangle. A square is a rectangle with additional properties.

Polymorphism

Polymorphism allows objects from different classes to respond differently to the same action.

It allows objects from different classes to be manipulated uniformly by using common interfaces.

Class and Object

  • A class is a model used to create objects
    • It defines the attributes and methods that will be present in every object of this class
  • Objects are instances of classes
    • They have attributes and methods that define their state and behavior

Example

  • Creating the Person class, which represents a person
    • with its attributes and methods
  • Creating the person1 object from this class
    • first name = Sacha
    • last name = Touille
    • age = 20
    • skills = []

Python Class

class Person:
    def __init__(self, last_name, first_name, age):
        self.last_name = last_name
        self.first_name = first_name
        self.age = age
        self.skills = []

    def learn(self, new_skill):
        """Adds a new skill to the list of skills."""
        self.skills.append(new_skill)

    def grow_older(self):
        """Increments the person's age by one year."""
        self.age += 1

Python Objects

From the Person class, we can create objects.

from person import Person

person1 = Person("Touille", "Sacha", 20)
person2 = Person("Ginal", "Laury", 30)
person2.grow_older()
person2.learn("SQL")

Constructor

The code Person("Touille", "Sacha", 20) calls the __init__() method of the Person class.

This method is called the constructor.

As its name suggests, it is used to “build” objects from the class.

Python Conventions

  • A class name is written in CamelCase (uppercase letter at the beginning of each word)
  • A Python file (or module) contains only one class
  • A module name is written in snake_case (lowercase words separated by _)
class ElectricBike:
    ...

Inheritance

One of the three pillars of OOP is inheritance.

A child class can use all the attributes and methods of its parent class.

This inheritance principle also allows common attributes and methods to be shared in order to avoid code duplication.

Inheritance Example

Suppose that in our code, we want to manage bicycles and scooters.

The naive idea is to create a class for each one.

Inheritance Example

class Bike:
    def __init__(self, color, nb_gears):
        self.color = color
        self.nb_gears = nb_gears
        self.speed = 0  # Initial speed is 0

    def accelerate(self, increment):
        """Increases the bike speed."""
        self.speed += increment

    def slow_down(self, decrement):
        """Decreases the bike speed."""
        self.speed -= decrement
        if self.speed < 0:
            self.speed = 0  # Speed cannot be negative
class Scooter:
    def __init__(self, color):
        self.color = color
        self.speed = 0  # Initial speed is 0

    def accelerate(self, increment):
        """Increases the speed."""
        self.speed += increment

    def slow_down(self, decrement):
        """Decreases the speed."""
        self.speed -= decrement
        if self.speed < 0:
            self.speed = 0  # Speed cannot be negative

Inheritance Example

Thinking about it, we realize that these two classes have common attributes and methods:

  • color
  • speed
  • accelerate()
  • slow_down()

One idea is to group these common characteristics into a TwoWheels class. Then make Bike and Scooter inherit from TwoWheels.

Inheritance Example

class TwoWheels:
    def __init__(self, color):
        self.color = color
        self.speed = 0  # Initial speed is 0

    def accelerate(self, increment):
        """Increases the speed."""
        self.speed += increment

    def slow_down(self, decrement):
        """Decreases the speed."""
        self.speed -= decrement
        if self.speed < 0:
            self.speed = 0  # Speed cannot be negative
from two_wheels import TwoWheels

class Bike(TwoWheels):
    def __init__(self, color, nb_gears):
        super().__init__(color)  # Call the parent class constructor
        self.nb_gears = nb_gears
from two_wheels import TwoWheels

class Scooter(TwoWheels):
    def __init__(self, color):
        super().__init__(color)   # Call the parent class constructor

Self and Super

  • self is a reference to the current instance of the class

    • It is used to access the attributes and methods of a specific class instance

  • super() is a built-in function that references the parent class

    • It is used to call methods from the parent class in a child class

Abstract Class

TipDraw me a two-wheeler
  • Does it make sense to create an object from the TwoWheels class?

If you are asked to draw a two-wheeler, you do not really know how to do it because you lack information.

Whereas drawing a bicycle or a scooter is much more concrete.

Abstract Class - TwoWheels

Some classes are not intended to be instantiated. For example, we will not create objects from the TwoWheels class.

We will directly create Bikes and Scooters.

Therefore, we can define the TwoWheels class as abstract.

  • objects cannot be created from this class

Abstract Class - TwoWheels

The main purpose of abstract classes is to define a contract for child classes.

They provide a consistent structure and organization for classes that share common characteristics, while allowing flexibility for specific implementations in each child class.

Abstract Class - Python

Tip

In Python, the concept of abstract classes is implemented using the abc module (Abstract Base Classes).

This module provides the @abstractmethod decorator, which allows a method to be declared as abstract in an abstract class.

An abstract class is defined by inheriting from the ABC class of the abc module.

Abstract Class - Note

Warning

A parent class does not necessarily mean an abstract class.

For example:

  • Consider a ElectricBike class that inherits from the Bike class

  • This seems logical because an electric bike is a bike

    • therefore, it inherits all its attributes and methods
    • and it has additional characteristics (battery, range, power…)

  • However, in this case, the Bike class does not need to be abstract because creating a bike object is perfectly valid

Exercises

exercises