Class attributes
The traits of objects are a central concept in object oriented programming. The term encompasses the methods and variables defined in the class definition. Again, not all Python programmers use the term "traits", some preferring attributes, features or members. Traits is quite accepted in the wider object oriented programming world, so that is the term we use here.
Thus far we have dealt mostly with traits of objects. These include the methods and attributes accessible in any instance of a class. In fact, classes themselves can also have traits, which are sometimes called static traits, or more specifically class variables and class methods.
Class variables
Each instance of a class has its own specific values for each attribute defined in the class, as we've seen in the examples in the previous sections. But what if we wanted to have some data that is shared by the different instances? Enter class variables, also known as static variables. A class variable is a variable which is accessed through the class itself, not through the instances created based on the class. At any given time during the execution of the program a class variable has one single value, no matter how many instances of the class are created.
A class variable is declared without the self
prefix, and usually outside any method definition as it should be accessible from anywhere within the class, or even from outside the class.
class SavingsAccount:
general_rate = 0.03
def __init__(self, account_number: str, balance: float, interest_rate: float):
self.__account_number = account_number
self.__balance = balance
self.__interest_rate = interest_rate
def add_interest(self):
# The total interest rate equals
# the general rate + the interest rate of the account
total_interest = SavingsAccount.general_rate + self.__interest_rate
self.__balance += self.__balance * total_interest
@property
def balance(self):
return self.__balance
As the variable general_rate
is defined within the class but outside any method definitions, and it does not use the self
prefix, it is a class variable.
A class variable is accessed through the name of the class, for example like this:
# The general rate exists independently of any object instances
print("The general interest rate is", SavingsAccount.general_rate)
account = SavingsAccount("12345", 1000, 0.05)
# Add the total interest accrued to the balance on the account
account.add_interest()
print(account.balance)
The general interest rate is 0.03 1080.0
So, the class variables are accessed through the name of the class, for instance with SavingsAccount.general_rate
, while instance variables are accessed through the name of the object variable, such as account.balance
. An instance variable naturally only exists when an instance of the class has been created, but a class variable is available everywhere and at any point in time where the class itself is available.
Class variables are useful when there is need for values which are shared by all instances of the class. In the example above we assumed the total interest rate of all savings accounts is formed from two components: the general rate of interest is shared by all accounts, but each account also has it's own interest rate in an instance variable. The general rate may also change, but the change will then affect all instances of the class equally.
class SavingsAccount:
general_rate = 0.03
def __init__(self, account_number: str, balance: float, interest_rate: float):
self.__account_number = account_number
self.__balance = balance
self.__interest_rate = interest_rate
def add_interest(self):
# The total interest rate equals
# the general rate + the interest rate of the account
total_interest = SavingsAccount.general_rate + self.__interest_rate
self.__balance += self.__balance * total_interest
@property
def balance(self):
return self.__balance
@property
def total_interest(self):
return self.__interest_rate + SavingsAccount.general_rate
account1 = SavingsAccount("12345", 100, 0.03)
account2 = SavingsAccount("54321", 200, 0.06)
print("General interest rate:", SavingsAccount.general_rate)
print(account1.total_interest)
print(account2.total_interest)
# The general rate of interest is now 10 percent
SavingsAccount.general_rate = 0.10
print("General interest rate:", SavingsAccount.general_rate)
print(account1.total_interest)
print(account2.total_interest)
General interest rate: 0.03 0.06 0.09 General interest rate: 0.1 0.13 0.16
When the general rate of interest changes, the total interest rate for all instances of the class changes. As you can see above, it is possible to add a getter method with the @property
decorator even though there isn't an attribute of the same name in the class. This method returns the sum of the general rate of interest and the account specific interest rate.
Let's have a look at another example. The class PhoneNumber
is used to define a single phone number, but it also contains some country codes in a dictionary. This dictionary is a class variable, and as such is shared by all the instances of the class, because the country code for phone numbers from a single country is always the same.
class PhoneNumber:
country_codes = {"Finland": "+358", "Sweden": "+46", "United States": "+1"}
def __init__(self, name: str, phone_number: str, country: str):
self.__name = name
self.__phone_number = phone_number
self.__country = country
@property
def phone_number(self):
# When the country code prefix is added
# the initial zero is removed from the phone number
return PhoneNumber.country_codes[self.__country] + " " + self.__phone_number[1:]
paulas_no = PhoneNumber("Paula Pythons", "050 1234 567", "Finland")
print(paulas_no.phone_number)
+358 50 1234 567
Each PhoneNumber object contains the name of the owner, the number itself, and the country of the phone number. When the attribute containing the phone number is accessed with the getter method, the appropriate country code is retrieved from the class variable dictionary based on the country attribute, and the result is prefixed to the number.
The example implementation above is not yet very functional otherwise. In the following example we've added getter and setters for all attributes:
class PhoneNumber:
country_codes = {"Finland": "+358", "Sweden": "+46", "United States": "+1"}
def __init__(self, name: str, phone_number: str, country: str):
self.__name = name
# This is a call to the phone_number.setter method
self.phone_number = phone_number
# This is a call to the country.setter method
self.country = country
# the getter method for phone_number combines the country code
# and the attribute phone_number
@property
def phone_number(self):
# the initial zero is removed as the country code is prefixed
return PhoneNumber.country_codes[self.__country] + " " + self.__phone_number[1:]
@phone_number.setter
def phone_number(self, number):
# Making sure the number contains only numbers and space characters
for character in number:
if character not in "1234567890 ":
raise ValueError("A phone number can only contain numbers and spaces")
self.__phone_number = number
# a getter for only the number itself without the country code
@property
def local_number(self):
return self.__phone_number
@property
def country(self):
return self.__country
@country.setter
def country(self, country):
# Making sure the country is a key in the dictionary of country codes
if country not in PhoneNumber.country_codes:
raise ValueError("This country is not on the list.")
self.__country = country
@property
def name(self):
return self.__name
@name.setter
def name(self, name):
self.__name = name
def __str__(self):
return f"{self.phone_number} ({self.__name})"
if __name__ == "__main__":
pn = PhoneNumber("Peter Pythons", "040 111 1111", "Sweden")
print(pn)
print(pn.phone_number)
print(pn.local_number)
+46 40 111 1111 (Peter Pythons) +46 40 111 1111 040 111 1111
Class methods
A class method, also called a static method, is a method which is not attached to any single instance of the class. A class method can be called without creating any instances of the class.
Class methods are usually tools which have something to do with the purpose of the class, but which are detached in the sense that it should not be necessary to create instances of the class in order to be able to call them. Class methods are usually public, so that they can be called both from outside the class and from within the class, including from within instances of the class.
A class method is defined with the @classmethod
annotation. The first parameter is always cls
. The variable name cls
is similar to the self
parameter. The difference is that cls
points to the class while self
point to an instance of the class. Neither parameter is included in the argument list when the function is called; Python fills in the appropriate value automatically.
In the following example we have a class modelling vehicle registrations. The Registration
class contains a static method for checking whether a license plate is valid. The method is a static class method because it is useful to be able to check if a license plate is valid even before a single Registration object is created:
class Registration:
def __init__(self, owner: str, make: str, year: int, license_plate: str):
self.__owner = owner
self.__make = make
self.__year = year
# Call the license_plate.setter method
self.license_plate = license_plate
@property
def license_plate(self):
return self.__license_plate
@license_plate.setter
def license_plate(self, plate):
if Registration.license_plate_valid(plate):
self.__license_plate = plate
else:
raise ValueError("The license plate is not valid")
# A class method for validating the license plate
@classmethod
def license_plate_valid(cls, plate: str):
if len(plate) < 3 or "-" not in plate:
return False
# Check the beginning and end sections of the plate separately
letters, numbers = plate.split("-")
# the beginning section can have only letters
for character in letters:
if character.lower() not in "abcdefghijklmnopqrstuvwxyzåäö":
return False
# the end section can have only numbers
for character in numbers:
if character not in "1234567890":
return False
return True
registration = Registration("Mary Motorist", "Volvo", "1992", "abc-123")
if Registration.license_plate_valid("xyz-789"):
print("This is a valid license plate!")
This is a valid license plate!
The validity of a license plate can be checked even without creating a single instance of the class, for example with Registration.license_plate_valid("xyz-789")
. The same method is called within the constructor of the class. NB: even within the constructor this method is accessed through the name of the class, not self
!
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