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35 Abstraction

The document provides a comprehensive guide on abstraction in Python, explaining its definition, benefits, and implementation using the abc module. It includes real-life analogies, code examples, and common interview questions related to abstraction. Additionally, it features insights about the author, Gowtham SB, who is a Data Engineering expert and educator.

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0% found this document useful (0 votes)
6 views6 pages

35 Abstraction

The document provides a comprehensive guide on abstraction in Python, explaining its definition, benefits, and implementation using the abc module. It includes real-life analogies, code examples, and common interview questions related to abstraction. Additionally, it features insights about the author, Gowtham SB, who is a Data Engineering expert and educator.

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joanantoranjith
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Gowtham SB

www.linkedin.com/in/sbgowtham/ Instagram - @dataengineeringtamil

🏠 Python OOP - Abstraction Guide


✅ What is Abstraction?
Abstraction means hiding the internal details and showing only the essential
features to the outside world.

It helps in:

● Hiding complex logic

● Exposing only required behavior

● Keeping your code clean and secure

🔑 Real-Life Analogy
Think of a TV remote:

● You press the "Power" or "Volume" button

● You don't know (or care) how the circuit inside works

You just use what is exposed, and the complexity is hidden.


That's abstraction.

🔧 Abstraction in Python
Python supports abstraction using the abc module (Abstract Base Classes).

● Use from abc import ABC, abstractmethod

● Create an abstract class by inheriting from ABC

● Use @abstractmethod to define methods without implementation

● You cannot create objects of an abstract class directly


Gowtham SB
www.linkedin.com/in/sbgowtham/ Instagram - @dataengineeringtamil

📘 Basic Syntax
from abc import ABC, abstractmethod

class Vehicle(ABC):
@abstractmethod
def start_engine(self):
pass

class Car(Vehicle):
def start_engine(self):
print("Car engine started")

c = Car()
c.start_engine()

❌ This would raise an error:


v = Vehicle() # ❌ TypeError: Can't instantiate abstract class

💼 Real-Life Project Analogy


from abc import ABC, abstractmethod

# Architect defines the plan


class FeaturePlan(ABC):
@abstractmethod
def login(self):
pass

@abstractmethod
def logout(self):
pass

# Developer implements it
class WebApp(FeaturePlan):
def login(self):
self.__encrypt() # internal logic hidden
print("WebApp Login Done ✅")
Gowtham SB
www.linkedin.com/in/sbgowtham/ Instagram - @dataengineeringtamil

def logout(self):
print("WebApp Logout Done ✅")

def __encrypt(self):
print("Encrypting user data...") # hidden from outside

# Usage
app = WebApp()
app.login()
app.logout()

🧠 How Is This Secure?

● The abstract class exposes only required methods (login, logout)

● The actual logic like __encrypt() is hidden inside the implementation

● You enforce structure + security + modularity

✨ Abstract Method with Implementation


Yes, abstract methods can have a default implementation, but:

Subclasses must still override them.

from abc import ABC, abstractmethod

class Demo(ABC):
@abstractmethod
def greet(self):
print("Hello from abstract method!")

class SubClass(Demo):
def greet(self):
super().greet()
print("Hello from subclass")

SubClass().greet()
Gowtham SB
www.linkedin.com/in/sbgowtham/ Instagram - @dataengineeringtamil

🏆 Benefits of Abstraction
1. Security – Hide sensitive data and internal logic

2. Simplicity – Only expose what is necessary

3. Flexibility – Easy to update internal code

4. Enforces structure – Forces child classes to implement required methods

❓ Common Interview Questions


1. What is abstraction?

2. How is abstraction achieved in Python?

3. What is the difference between abstraction and encapsulation?

4. Can you instantiate an abstract class?

5. What is the role of @abstractmethod?

6. Can an abstract class have normal methods?

7. Can abstract methods have code inside?

🧳 Resume Tip
Project Line Example:

"Applied OOP abstraction by designing an abstract base Payment interface and


implementing concrete classes for CreditCard, UPI, and Wallet payments in an
e-commerce system."
Gowtham SB
www.linkedin.com/in/sbgowtham/ Instagram - @dataengineeringtamil

About the Author


Gowtham SB is a Data Engineering expert, educator, and content creator with a
passion for big data technologies, as well as cloud and Gen AI . With years of
experience in the field, he has worked extensively with cloud platforms, distributed
systems, and data pipelines, helping professionals and aspiring engineers master the
art of data engineering.

Beyond his technical expertise, Gowtham is a renowned mentor and speaker, sharing
his insights through engaging content on YouTube and LinkedIn. He has built one of
Gowtham SB
www.linkedin.com/in/sbgowtham/ Instagram - @dataengineeringtamil

the largest Tamil Data Engineering communities, guiding thousands of learners to


excel in their careers.

Through his deep industry knowledge and hands-on approach, Gowtham continues to
bridge the gap between learning and real-world implementation, empowering
individuals to build scalable, high-performance data solutions.

𝐒𝐨𝐜𝐢𝐚𝐥𝐬

𝐘𝐨𝐮𝐓𝐮𝐛𝐞 - https://www.youtube.com/@dataengineeringvideos

𝐈𝐧𝐬𝐭𝐚𝐠𝐫𝐚𝐦 - https://instagram.com/dataengineeringtamil

𝐈𝐧𝐬𝐭𝐚𝐠𝐫𝐚𝐦 - https://instagram.com/thedatatech.in

𝐂𝐨𝐧𝐧𝐞𝐜𝐭 𝐟𝐨𝐫 𝟏:𝟏 - https://topmate.io/dataengineering/

𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧 - https://www.linkedin.com/in/sbgowtham/

𝐖𝐞𝐛𝐬𝐢𝐭𝐞 - https://codewithgowtham.blogspot.com

𝐆𝐢𝐭𝐇𝐮𝐛 - http://github.com/Gowthamdataengineer

𝐖𝐡𝐚𝐭𝐬 𝐀𝐩𝐩 - https://lnkd.in/g5JrHw8q

𝐄𝐦𝐚𝐢𝐥 - atozknowledge.com@gmail.com

𝐀𝐥𝐥 𝐌𝐲 𝐒𝐨𝐜𝐢𝐚𝐥𝐬 - https://lnkd.in/gf8k3aCH

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