Python classmethod（）

The classmethod() method returns a class method for the given function.

classmethod（）方法返回给定函数的类方法。

 

The syntax of classmethod() method is:

classmethod(function)

　　

classmethod() is considered un-Pythonic so in newer Python versions, you can use the @classmethod decorator for classmethod definition.

classmethod（）被认为是非Pythonic，因此在较新的Python版本中，您可以使用@classmethod装饰器进行classmethod定义。

 

The syntax is:

@classmethod
def func(cls, args...)

classmethod() Parameters:

The classmethod() method takes a single parameter:

classmethod（）方法采用单个参数：

• function - Function that needs to be converted into a class method
• function - 需要转换为类方法的函数

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Return value from classmethod()

The classmethod() method returns a class method for the given function.

 classmethod（）方法返回给定函数的类方法。

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What is a class method?

A class method is a method that is bound to a class rather than its object. It doesn't require creation of a class instance, much like staticmethod.

The difference between a static method and a class method is:

• Static method knows nothing about the class and just deals with the parameters
• Class method works with the class since its parameter is always the class itself.

The class method can be called both by the class and its object.

Class.classmethod()
Or even
Class().classmethod()

But no matter what, the class method is always attached to a class with first argument as the class itself cls.

def classMethod(cls, args...)

Example 1: Create class method using classmethod()

class Person:
    age = 25

    def printAge(cls):
        print('The age is:', cls.age)

# create printAge class method
Person.printAge = classmethod(Person.printAge)

Person.printAge()


When you run the program, the output will be:
The age is: 25
The age is: 25

Here, we have a class Person, with a member variable age assigned to 25.

We also have a function printAge which takes a single parameter cls and not self we usually take.

cls accepts the class Person as a parameter rather than Person's object/instance.

Now, we pass the method Person.printAge as an argument to the function classmethod. This converts the method to a class method so that it accepts the first parameter as a class (i.e. Person).

In the final line, we call printAge without creating a Person object like we do for static methods. This prints the class variable age.

When do you use class method?

1. Factory methods

Factory methods are those methods which return a class object (like constructor) for different use cases.

It is similar to function overloading in C++. Since, Python doesn't have anything as such, class methods and static methods are used.

Example 2: Create factory method using class method

from datetime import date

# random Person
class Person:
    def __init__(self, name, age):
        self.name = name
        self.age = age

    @classmethod
    def fromBirthYear(cls, name, birthYear):
        return cls(name, date.today().year - birthYear)

    def display(self):
        print(self.name + "'s age is: " + str(self.age))

person = Person('Adam', 19)
person.display()

person1 = Person.fromBirthYear('John',  1985)
person1.display()

When you run the program, the output will be:

Adam's age is: 19
John's age is: 34

Here, we have two class instance creator, a constructor and a fromBirthYear method.

Constructor takes normal parameters name and age. While, fromBirthYear takes class, nameand birthYear, calculates the current age by subtracting it with the current year and returns the class instance.

The fromBirthYear method takes Person class (not Person object) as the first parameter clsand returns the constructor by calling cls(name, date.today().year - birthYear), which is equivalent to Person(name, date.today().year - birthYear)

Before the method, we see @classmethod. This is called a decorator for converting fromBirthYear to a class method as classmethod().

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2. Correct instance creation in inheritance

Whenever you derive a class from implementing a factory method as a class method, it ensures correct instance creation of the derived class.

You can create a static method for the above example but the object it creates, will always be hardcoded as Base class.

But, when you use a class method, it creates the correct instance of the derived class.

Example 3: How class method works for inheritance?

from datetime import date

# random Person
class Person:
    def __init__(self, name, age):
        self.name = name
        self.age = age

    @staticmethod
    def fromFathersAge(name, fatherAge, fatherPersonAgeDiff):
        return Person(name, date.today().year - fatherAge + fatherPersonAgeDiff)

    @classmethod
    def fromBirthYear(cls, name, birthYear):
        return cls(name, date.today().year - birthYear)

    def display(self):
        print(self.name + "'s age is: " + str(self.age))

class Man(Person):
    sex = 'Male'

man = Man.fromBirthYear('John', 1985)
print(isinstance(man, Man))

man1 = Man.fromFathersAge('John', 1965, 20)
print(isinstance(man1, Man))

When you run the program, the output will be:

　　True
　　False

　　

Here, using a static method to create a class instance wants us to hardcode the instance type during creation.

This clearly causes a problem when inheriting Person to Man.

fromFathersAge method doesn't return a Man object but its base class Person's object.

This violates OOP paradigm. Using a class method as fromBirthYear can ensure the OOP-ness of the code since it takes the first parameter as the class itself and calls its factory method.