Python is an object oriented programming language. Everything in Python is an object, with its properties and methods. A number, string, list, dictionary, tuple, set etc. used in a program is an object of a corresponding built-in class. We create class to create an object. A Class is like an object constructor, or a "blueprint" for creating objects. We instantiate a class to create an object. The class defines attributes and the behavior of the object, while the object, on the other hand, represents the class.
We have been working with classes and objects right from the beginning of this challenge unknowingly. Every element in a Python program is an object of a class. Let's check if everything in python is a class:
Last login: Tue Dec 10 09:35:28 on console
asabeneh@Asabeneh:~$ pyhton
-bash: pyhton: command not found
asabeneh@Asabeneh:~$ python
Python 3.7.5 (default, Nov 1 2019, 02:16:32)
[Clang 11.0.0 (clang-1100.0.33.8)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> num = 10
>>> type(num)
<class 'int'>
>>> string = 'string'
>>> type(string)
<class 'str'>
>>> boolean = True
>>> type(boolean)
<class 'bool'>
>>> lst = []
>>> type(lst)
<class 'list'>
>>> tpl = ()
>>> type(tpl)
<class 'tuple'>
>>> set1 = set()
>>> type(set1)
<class 'set'>
>>> dct = {}
>>> type(dct)
<class 'dict'>To create a class we need the key word class followed by the name and colon. Class name should be CamelCase.
# syntax
class ClassName:
code goes hereExample:
class Person:
pass<__main__.Person object at 0x10804e510>We can create an object by calling the class.
p = Person()
print(p)In the examples above, we have created an object from the Person class. However, Class without a constructor is not really useful in real applications. Let's use constructor function to make our class more useful. Like the constructor function in Java or JavaScript, python has also a built-in init() constructor function. The init constructor function has self parameter which is a reference to the current instance of the class Examples:
class Person:
def __init__ (self, name):
self.name =name
p = Person('Asabeneh')
print(p.name)
print(p)# output
Asabeneh
<__main__.Person object at 0x2abf46907e80>Let's add more parameters to the constructor function.
class Person:
def __init__(self, firstname, lastname, age, country, city):
self.firstname = firstname
self.lastname = lastname
self.age = age
self.country = country
self.city = city
p = Person('Asabeneh', 'Yetayeh', 250, 'Finland', 'Helsinki')
print(p.firstname)
print(p.lastname)
print(p.age)
print(p.country)
print(p.city)# output
Asabeneh
Yetayeh
250
Finland
HelsinkiObjects can have methods. The methods are functions which belong to the object.
Example:
class Person:
def __init__(self, firstname, lastname, age, country, city):
self.firstname = firstname
self.lastname = lastname
self.age = age
self.country = country
self.city = city
def person_info(self):
return f'{self.firstname} {self.lastname} is {self.age} years old. He lives in {self.city}, {self.country}'
p = Person('Asabeneh', 'Yetayeh', 250, 'Finland', 'Helsinki')
print(p.person_info())# output
Asabeneh Yetayeh is 250 years old. He lives in Helsinki, FinlandSometimes, you may want to have a default values for you object methods. If we give default values for the parameters in the constructor, we can avoid errors when we call or instantiate our class without parameters. Let's see how it looks:
Example:
class Person:
def __init__(self, firstname='Asabeneh', lastname='Yetayeh', age=250, country='Finland', city='Helsinki'):
self.firstname = firstname
self.lastname = lastname
self.age = age
self.country = country
self.city = city
def person_info(self):
return f'{self.firstname} {self.lastname} is {self.age} years old. He lives in {self.city}, {self.country}.'
p1 = Person()
print(p1.person_info())
p2 = Person('John', 'Doe', 30, 'Nomanland', 'Noman city')
print(p2.person_info())# output
Asabeneh Yetayeh is 250 years old. He lives in Helsinki, Finland.
John Doe is 30 years old. He lives in Noman city, Nomanland.In the example below, the person class, all the constructor parameters have default values. In addition to that, we have skills parameter, which we can access using a method. Let's create add_skill method to add skills to the skills list.
class Person:
def __init__(self, firstname='Asabeneh', lastname='Yetayeh', age=250, country='Finland', city='Helsinki'):
self.firstname = firstname
self.lastname = lastname
self.age = age
self.country = country
self.city = city
self.skills = []
def person_info(self):
return f'{self.firstname} {self.lastname} is {self.age} years old. He lives in {self.city}, {self.country}.'
def add_skill(self, skill):
self.skills.append(skill)
p1 = Person()
print(p1.person_info())
p1.add_skill('HTML')
p1.add_skill('CSS')
p1.add_skill('JavaScript')
p2 = Person('John', 'Doe', 30, 'Nomanland', 'Noman city')
print(p2.person_info())
print(p1.skills)
print(p2.skills)# output
Asabeneh Yetayeh is 250 years old. He lives in Helsinki, Finland.
John Doe is 30 years old. He lives in Noman city, Nomanland.
['HTML', 'CSS', 'JavaScript']
[]Using inheritance we can reuse parent class code. Inheritance allows us to define a class that inherits all the methods and properties from another class. The parent class or super or base class is the class which gives all the methods and properties. Child class is the class that inherits from another class. Let's create a student class by inheriting from person class.
class Student(Person):
pass
s1 = Student('Eyob', 'Yetayeh', 30, 'Finland', 'Helsinki')
s2 = Student('Lidiya', 'Teklemariam', 28, 'Finland', 'Espoo')
print(s1.person_info())
s1.add_skill('JavaScript')
s1.add_skill('React')
s1.add_skill('Python')
print(s1.skills)
print(s2.person_info())
s2.add_skill('Organizing')
s2.add_skill('Marketing')
s2.add_skill('Digital Marketing')
print(s2.skills)output
Eyob Yetayeh is 30 years old. He lives in Helsinki, Finland.
['JavaScript', 'React', 'Python']
Lidiya Teklemariam is 28 years old. He lives in Espoo, Finland.
['Organizing', 'Marketing', 'Digital Marketing']We didn't call the init() constructor in the child class. If we didn't call it then we can still access all the properties from the parent. But if we do call the constructor we can access the parent properties by calling super.
We can add a new method to the child or we can overwrite the parent class by creating the same method name in the child class. When we add the init() function, the child class will no longer inherit the parent's init() function.
class Student(Person):
def __init__ (self, firstname='Asabeneh', lastname='Yetayeh',age=250, country='Finland', city='Helsinki', gender='male'):
self.gender = gender
super().__init__(firstname, lastname,age, country, city)
def person_info(self):
gender = 'He' if self.gender =='male' else 'She'
return f'{self.firstname} {self.lastname} is {self.age} years old. {gender} lives in {self.city}, {self.country}.'
s1 = Student('Eyob', 'Yetayeh', 30, 'Finland', 'Helsinki','male')
s2 = Student('Lidiya', 'Teklemariam', 28, 'Finland', 'Espoo', 'female')
print(s1.person_info())
s1.add_skill('JavaScript')
s1.add_skill('React')
s1.add_skill('Python')
print(s1.skills)
print(s2.person_info())
s2.add_skill('Organizing')
s2.add_skill('Marketing')
s2.add_skill('Digital Marketing')
print(s2.skills)Eyob Yetayeh is 30 years old. He lives in Helsinki, Finland.
['JavaScript', 'React', 'Python']
Lidiya Teklemariam is 28 years old. She lives in Espoo, Finland.
['Organizing', 'Marketing', 'Digital Marketing']We can use super() function or the parent name Person to automatically inherit the methods and properties from its parent. In the example above we override the parant method. The child method has a different feature, it can identify, if the gender is male or female and assign the proper pronoun(He/She).
🌕 Now, you are fully charged with a super power of programming. Now do some exercises for your brain and for your muscle.
- Python has the module called statistics and we can use this module to do all the statistical caluculations. However to challlenge ourselves, let's try to develop a program, which calculates the measure of central tendency of a sample (mean, median, mode) and measure of variability (range, variance, standard deviation). In addition to those measures, find the min, max, count, percentile, and frequency distribution of the sample. You can create a class called Statistics and create all the functions that do statistical calculations as methods for the Statistics class. Check the output below.
ages = [31, 26, 34, 37, 27, 26, 32, 32, 26, 27, 27, 24, 32, 33, 27, 25, 26, 38, 37, 31, 34, 24, 33, 29, 26]
print('Count:', data.count()) # 25
print('Sum: ', data.sum()) # 744
print('Min: ', data.min()) # 24
print('Max: ', data.max()) # 38
print('Range: ', data.range() # 14
print('Mean: ', data.mean()) # 30
print('Median: ', data.median()) # 29
print('Mode: ', data.mode()) # {'mode': 26, 'count': 5}
print('Variance: ', data.var()) # 17.5
print('Standard Deviation: ', data.std()) # 4.2
print('Variance: ', data.var()) # 17.5
print('Frequency Distribution: ', data.freq_dist()) # [(20.0, 26), (16.0, 27), (12.0, 32), (8.0, 37), (8.0, 34), (8.0, 33), (8.0, 31), (8.0, 24), (4.0, 38), (4.0, 29), (4.0, 25)]# you output should look like this
print(data.describe())
Count: 25
Sum: 744
Min: 24
Max: 38
Range: 14
Mean: 30
Median: 29
Mode: (26, 5)
Variance: 17.5
Standard Deviation: 4.2
Frequency Distribution: [(20.0, 26), (16.0, 27), (12.0, 32), (8.0, 37), (8.0, 34), (8.0, 33), (8.0, 31), (8.0, 24), (4.0, 38), (4.0, 29), (4.0, 25)]- Create a class called PersonAccount. It has firstname, lastname, incomes, expenses properties and it has total_income, total_expense, account_info, add_income, add_expense and account_balance methods. Incomes is a set of incomes and its description. The same goes for expenses.
🎉 CONGRATULATIONS ! 🎉