Abstract base classes overview in Python - Interactive Code Practice

Practice - 5 Tasks

1fill in blank

easy

Complete the code to import the module needed for abstract base classes.

Python

from [1] import ABC, abstractmethod

Drag options to blanks, or click blank then click option'

Ainterface

Babstract

Cabc

Dbase

Attempts:

3 left

💡 Hint

Common Mistakes

Using a non-existent module name like 'abstract' or 'interface'.

Forgetting to import the abc module before defining abstract classes.

The abc module provides the tools to create abstract base classes in Python.

2fill in blank

medium

Complete the code to define an abstract base class named Vehicle.

Python

class Vehicle([1]):
    @abstractmethod
    def move(self):
        pass

Drag options to blanks, or click blank then click option'

AABC

Bobject

CBase

DAbstract

Attempts:

3 left

💡 Hint

Common Mistakes

Inheriting from object instead of ABC.

Using a class name that is not imported or defined.

The class must inherit from ABC to be an abstract base class.

3fill in blank

hard

Fix the error in the method declaration to make it abstract.

Python

class Shape(ABC):
    @abstractmethod
    def [1](self):
        pass

Drag options to blanks, or click blank then click option'

Aabstract

Bmove

Cabstractmethod

Darea

Attempts:

3 left

💡 Hint

Common Mistakes

Using the decorator name as the method name.

Not naming the method to represent its function.

The method name should be a normal method name like area. The decorator @abstractmethod above makes it abstract.

4fill in blank

hard

Fill both blanks to create a subclass Car that implements the abstract method move.

Python

class Car([1]):
    def [2](self):
        print('Car is moving')

Drag options to blanks, or click blank then click option'

AVehicle

Bmove

Cdrive

Dobject

Attempts:

3 left

💡 Hint

Common Mistakes

Using a wrong superclass name.

Implementing a method with a different name than the abstract method.

The subclass Car inherits from Vehicle and implements the abstract method move.

5fill in blank

hard

Fill all three blanks to create an abstract base class Animal with an abstract method sound and a concrete method sleep.

Python

class Animal([1]):
    @[2]
    def [3](self):
        pass

    def sleep(self):
        print('Sleeping...')

Drag options to blanks, or click blank then click option'

AABC

Babstractmethod

Csound

Dobject

Attempts:

3 left

💡 Hint

Common Mistakes

Not inheriting from ABC.

Forgetting the @abstractmethod decorator.

Using a wrong method name.

The class inherits from ABC, the method is decorated with @abstractmethod, and the method name is sound.

Practice

1. What is the main purpose of an abstract base class in Python?

easy

A. To store data without any methods

B. To create objects directly from the base class

C. To automatically run code without subclassing

D. To define methods that must be implemented by subclasses

Solution

1. Step 1: Understand abstract base class role

   An abstract base class sets a template for other classes by defining methods that subclasses must implement.

2. Step 2: Analyze options

   Only 'To define methods that must be implemented by subclasses' correctly states this purpose. The other options describe incorrect uses.

3. Final Answer:

   To define methods that must be implemented by subclasses -> Option D

4. Quick Check:

   Abstract base class = method template [OK]

Hint: Abstract base classes require method implementation [OK]

Common Mistakes:

• Thinking abstract classes can be instantiated
• Confusing abstract classes with regular classes
• Believing abstract classes store data only

2. Which of the following is the correct way to declare an abstract method in a Python abstract base class?

easy

A. @abstractmethod\ndef method(self): pass

B. @abstract\ndef method(self): pass

C. def abstract method(self): pass

D. def method(self): pass

Solution

1. Step 1: Recall abstract method syntax

   In Python, abstract methods are decorated with @abstractmethod from the abc module.

2. Step 2: Match options with correct syntax

   Only '@abstractmethod\ndef method(self): pass' uses @abstractmethod decorator correctly. 'def method(self): pass' misses the decorator, '@abstract\ndef method(self): pass' uses a wrong decorator name, and 'def abstract method(self): pass' uses invalid syntax.

3. Final Answer:

   @abstractmethod\ndef method(self): pass -> Option A

4. Quick Check:

   Use @abstractmethod decorator [OK]

Hint: Use @abstractmethod decorator for abstract methods [OK]

Common Mistakes:

• Omitting the @abstractmethod decorator
• Using wrong decorator names
• Writing invalid method definitions

3. What will be the output of this code?

from abc import ABC, abstractmethod

class Animal(ABC):
    @abstractmethod
    def sound(self):
        pass

class Dog(Animal):
    def sound(self):
        return "Bark"

print(Dog().sound())

medium

A. Bark

B. TypeError

C. None

D. AttributeError

Solution

1. Step 1: Understand abstract base class behavior

   The abstract method sound must be implemented in subclass Dog. Here, Dog provides the implementation returning "Bark".

2. Step 2: Predict output of print statement

   Creating Dog() instance is allowed because all abstract methods are implemented. Calling sound() returns "Bark" which is printed.

3. Final Answer:

   Bark -> Option A

4. Quick Check:

   Implemented abstract method returns 'Bark' [OK]

Hint: Subclass must implement all abstract methods to instantiate [OK]

Common Mistakes:

• Expecting error despite full implementation
• Confusing abstract method with normal method
• Thinking abstract base class can be instantiated

4. Identify the error in this code snippet:

from abc import ABC, abstractmethod

class Vehicle(ABC):
    @abstractmethod
    def move(self):
        print("Moving")

class Car(Vehicle):
    pass

car = Car()

medium

A. No error, code runs fine

B. TypeError: Can't instantiate abstract class Car with abstract method move

C. SyntaxError due to missing method implementation

D. AttributeError: 'Car' object has no attribute 'move'

Solution

1. Step 1: Check abstract method implementation

   The abstract method move in Vehicle is decorated but has a body. However, Car does not implement move.

2. Step 2: Understand instantiation rules

   Since Car lacks implementation of abstract method move, Python raises a TypeError when trying to create Car().

3. Final Answer:

   TypeError: Can't instantiate abstract class Car with abstract method move -> Option B

4. Quick Check:

   Missing abstract method implementation causes TypeError [OK]

Hint: All abstract methods must be implemented before instantiation [OK]

Common Mistakes:

• Assuming abstract methods with body are implemented
• Trying to instantiate subclass without method override
• Confusing SyntaxError with TypeError here

5. You want to create an abstract base class Shape with an abstract method area. Then, create two subclasses Circle and Square that implement area. Which code correctly achieves this?

hard

A. from abc import ABC

class Shape(ABC):
def area(self):
pass

class Circle(Shape):
def area(self):
return 3.14 * self.r ** 2

class Square(Shape):
def area(self):
return self.s * self.s

B. class Shape:
def area(self):
pass

class Circle(Shape):
def area(self):
return 3.14 * self.r ** 2

class Square(Shape):
def area(self):
return self.s * self.s

C. from abc import ABC, abstractmethod

class Shape(ABC):
@abstractmethod
def area(self):
pass

class Circle(Shape):
def __init__(self, r):
self.r = r
def area(self):
return 3.14 * self.r ** 2

class Square(Shape):
def __init__(self, s):
self.s = s
def area(self):
return self.s * self.s

D. from abc import ABC, abstractmethod

class Shape(ABC):
def area(self):
pass

class Circle(Shape):
def area(self):
return 3.14 * self.r ** 2

class Square(Shape):
def area(self):
return self.s * self.s

Solution

1. Step 1: Check abstract base class definition

   from abc import ABC, abstractmethod class Shape(ABC): @abstractmethod def area(self): pass class Circle(Shape): def __init__(self, r): self.r = r def area(self): return 3.14 * self.r ** 2 class Square(Shape): def __init__(self, s): self.s = s def area(self): return self.s * self.s correctly imports ABC and abstractmethod, defines Shape as abstract with @abstractmethod on area.

2. Step 2: Verify subclass implementations

   Both Circle and Square implement area properly, allowing instantiation.

3. Step 3: Analyze other options

   The other options miss the @abstractmethod decorator or do not inherit from ABC properly, so they are not true abstract base classes.

4. Final Answer:

   from abc import ABC, abstractmethod class Shape(ABC): @abstractmethod def area(self): pass class Circle(Shape): def __init__(self, r): self.r = r def area(self): return 3.14 * self.r ** 2 class Square(Shape): def __init__(self, s): self.s = s def area(self): return self.s * self.s -> Option C

5. Quick Check:

   Use ABC and @abstractmethod for abstract base classes [OK]

Hint: Use ABC and @abstractmethod to enforce method implementation [OK]

Common Mistakes:

• Not using @abstractmethod decorator
• Not inheriting from ABC
• Defining abstract methods without decorator