Python set class variable by name

Python Class Variables

In Object-oriented programming, when we design a class, we use instance variables and class variables.

In Class, attributes can be defined into two parts:

• Instance variables: If the value of a variable varies from object to object, then such variables are called instance variables.
• Class Variables: A class variable is a variable that is declared inside of class, but outside of any instance method or __init__() method.

After reading this article, you’ll learn:

• How to create and access class variables
• Modify values of a class variables
• Instance variable vs. class variables
• Behaviour of a class variable in inheritance

Table of contents

What is an Class Variable in Python?

If the value of a variable is not varied from object to object, such types of variables are called class variables or static variables.

Class variables are shared by all instances of a class. Unlike instance variable, the value of a class variable is not varied from object to object,

In Python, Class variables are declared when a class is being constructed. They are not defined inside any methods of a class because of this only one copy of the static variable will be created and shared between all objects of the class.

For example, in Student class, we can have different instance variables such as name and roll number because each student’s name and roll number are different.

But, if we want to include the school name in the student class, we must use the class variable instead of an instance variable as the school name is the same for all students. So instead of maintaining the separate copy in each object, we can create a class variable that will hold the school name so all students (objects) can share it.

We can add any number of class variables in a class.

Create Class Variables

A class variable is declared inside of class, but outside of any instance method or __init__() method.

By convention, typically it is placed right below the class header and before the constructor method and other methods.

class Student: # Class variable school_name = 'ABC School ' def __init__(self, name, roll_no): self.name = name self.roll_no = roll_no # create first object s1 = Student('Emma', 10) print(s1.name, s1.roll_no, Student.school_name) # access class variable # create second object s2 = Student('Jessa', 20) # access class variable print(s2.name, s2.roll_no, Student.school_name) 

Emma 10 ABC School Jessa 20 ABC School

In the above example, we created the class variable school_name and accessed it using the object and class name.

Note: Like regular variables, class variables can store data of any type. We can use Python list, Python tuple, and Python dictionary as a class variable.

Accessing Class Variables

We can access static variables either by class name or by object reference, but it is recommended to use the class name.

In Python, we can access the class variable in the following places

• Access inside the constructor by using either self parameter or class name.
• Access class variable inside instance method by using either self of class name
• Access from outside of class by using either object reference or class name.

Example 1: Access Class Variable in the constructor

class Student: # Class variable school_name = 'ABC School ' # constructor def __init__(self, name): self.name = name # access class variable inside constructor using self print(self.school_name) # access using class name print(Student.school_name) # create Object s1 = Student('Emma')

Example 2: Access Class Variable in Instance method and outside class

class Student: # Class variable school_name = 'ABC School ' # constructor def __init__(self, name, roll_no): self.name = name self.roll_no = roll_no # Instance method def show(self): print('Inside instance method') # access using self print(self.name, self.roll_no, self.school_name) # access using class name print(Student.school_name) # create Object s1 = Student('Emma', 10) s1.show() print('Outside class') # access class variable outside class # access using object reference print(s1.school_name) # access using class name print(Student.school_name) 

Inside instance method Emma 10 ABC School ABC School Outside class ABC School ABC School

In this example, we accessed the class variable school_name using class name and a self keyword inside a method.

Modify Class Variables

Generally, we assign value to a class variable inside the class declaration. However, we can change the value of the class variable either in the class or outside of class.

Note: We should change the class variable’s value using the class name only.

class Student: # Class variable school_name = 'ABC School ' # constructor def __init__(self, name, roll_no): self.name = name self.roll_no = roll_no # Instance method def show(self): print(self.name, self.roll_no, Student.school_name) # create Object s1 = Student('Emma', 10) print('Before') s1.show() # Modify class variable Student.school_name = 'XYZ School' print('After') s1.show() 

Before Emma 10 ABC School After Emma 10 XYZ School

It is best practice to use a class name to change the value of a class variable. Because if we try to change the class variable’s value by using an object, a new instance variable is created for that particular object, which shadows the class variables.

class Student: # Class variable school_name = 'ABC School ' # constructor def __init__(self, name, roll_no): self.name = name self.roll_no = roll_no # create Objects s1 = Student('Emma', 10) s2 = Student('Jessa', 20) print('Before') print(s1.name, s1.roll_no, s1.school_name) print(s2.name, s2.roll_no, s2.school_name) # Modify class variable using object reference s1.school_name = 'PQR School' print('After') print(s1.name, s1.roll_no, s1.school_name) print(s2.name, s2.roll_no, s2.school_name) 

Before Emma 10 ABC School Jessa 20 ABC School After Emma 10 PQR School Jessa 20 ABC School

A new instance variable is created for the s1 object, and this variable shadows the class variables. So always use the class name to modify the class variable.

Class Variable vs Instance variables

The following table shows the difference between the instance variable and the class variable.

In Python, properties can be defined into two parts:

• Instance variables: Instance variable’s value varies from object to object. Instance variables are not shared by objects. Every object has its own copy of the instance attribute
• Class Variables: A class variable is a variable that is declared inside of class, but outside of any instance method or __init__() method. Class variables are shared by all instances of a class.

Instance Variable	Class Variable
Instance variables are not shared by objects. Every object has its own copy of the instance attribute	Class variables are shared by all instances.
Instance variables are declared inside the constructor i.e., the __init__() method.	Class variables are declared inside the class definition but outside any of the instance methods and constructors.
It is gets created when an instance of the class is created.	It is created when the program begins to execute.
Changes made to these variables through one object will not reflect in another object.	Changes made in the class variable will reflect in all objects.

Class Variables vs. Instance Variables

Let’s see the example to create a class variable and instance variable.

class Car: # Class variable manufacturer = 'BMW' def __init__(self, model, price): # instance variable self.model = model self.price = price # create Object car = Car('x1', 2500) print(car.model, car.price, Car.manufacturer)

Class Variables In Inheritance

As you know, only one copy of the class variable will be created and shared between all objects of that class.

When we use inheritance, all variables and methods of the base class are available to the child class. In such cases, We can also change the value of the parent class’s class variable in the child class.

We can use the parent class or child class name to change the value of a parent class’s class variable in the child class.

class Course: # class variable course = "Python" class Student(Course): def __init__(self, name): self.name = name def show_student(self): # Accessing class variable of parent class print('Before') print("Student name:", self.name, "Course Name:", Student.course) # changing class variable value of base class print('Now') Student.course = "Machine Learning" print("Student name:", self.name, "Course Name:", Student.course) # creating object of Student class stud = Student("Emma") stud.show_student()

Before Student name: Emma Course Name: Python Now Student name: Emma Course Name: Machine Learning

What if both child class and parent class has the same class variable name. In this case, the child class will not inherit the class variable of a base class. So it is recommended to create a separate class variable for child class instead of inheriting the base class variable.

class Course: # class variable course = "Python" class Student(Course): # class variable course = "SQL" def __init__(self, name): self.name = name def show_student(self): # Accessing class variable print('Before') print("Student name:", self.name, "Course Name:", Student.course) # changing class variable's value print('Now') Student.course = "Machine Learning" print("Student name:", self.name, "Course Name:", Student.course) # creating object of Student class stud = Student("Emma") stud.show_student() # parent class course name print('Parent Class Course Name:', Course.course)

Before Student name: Emma Course Name: SQL Now Student name: Emma Course Name: Machine Learning Parent Class Course Name: Python

Wrong Use of Class Variables

In Python, we should properly use the class variable because all objects share the same copy. Thus, if one of the objects modifies the value of a class variable, then all objects start referring to the fresh copy.

class Player: # class variables club = 'Chelsea' sport = 'Football' def __init__(self, name): # Instance variable self.name = name def show(self): print("Player :", 'Name:', self.name, 'Club:', self.club, 'Sports:', self.sport) p1 = Player('John') # wrong use of class variable p1.club = 'FC' p1.show() p2 = Player('Emma') p2.sport = 'Tennis' p2.show() # actual class variable value print('Club:', Player.club, 'Sport:', Player.sport)

Player : Name: John Club: FC Sports: Football Player : Name: Emma Club: Chelsea Sports: Tennis Club: Chelsea Sport: Football

In the above example, the instance variable name is unique for each player. The class variable team and sport can be accessed and modified by any object.

Because both objects modified the class variable, a new instance variable is created for that particular object with the same name as the class variable, which shadows the class variables.

In our case, for object p1 new instance variable club gets created, and for object p2 new instance variable sport gets created.

So when you try to access the class variable using the p1 or p2 object, it will not return the actual class variable value.

To avoid this, always modify the class variable value using the class name so that all objects gets the updated value. Like this

Player.club = 'FC' Player.sport = 'Tennis'

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About Vishal

I’m Vishal Hule, Founder of PYnative.com. I am a Python developer, and I love to write articles to help students, developers, and learners. Follow me on Twitter

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