10 Essential Python Interview Questions and Answers to Boost Your Prep
This article presents ten core Python interview questions covering class inheritance, callable objects, object creation, data structures, variable swapping, attribute handling, package imports, closures, and common pitfalls, each accompanied by concise code examples and explanations to help candidates prepare effectively.
Whether you are applying for a Python web developer, crawler engineer, data analyst, or automation operations role, certain fundamental knowledge is essential. Below are ten basic Python interview questions with answers to help you prepare.
Question 1: How to modify the Python code so that it calls the show method of class A?
Answer: This question tests class inheritance; you can specify the class object using the __class__ attribute. The required code addition is shown below.
Question 2: How to modify the following Python code so that it runs?
Answer: This question examines method objects. To allow an instance to be called directly, implement the __call__ method as shown.
Question 3: What is the output of the following code?
Answer:
This question tests the use of __new__ and __init__. __new__ decides which object to return before creation (useful in singleton or factory patterns), while __init__ runs after the object is created.
Question 4: What does the following code output?
Answer:
This question examines list and dictionary comprehensions.
Question 5: What does the following code output?
Answer:
This question tests global vs. local variables. num is not a global variable, so each function gets its own copy. To modify the global num, you must declare it with the global keyword, as illustrated below.
Question 6: How to swap the values of two variables in a single line of code?
Answer:
Question 7: How to add code so that any undefined method call falls back to mydefault?
Answer:
This question tests Python's default method handling. When an undefined method is called, __getattr__ is invoked. By adding a *args parameter to mydefault, it can accept arbitrary arguments.
Question 8: In a package with modules mod1.py, mod2.py, mod3.py, how to ensure that from demopack import * imports only mod1 and mod3?
Answer: Add an __init__.py file to the package and include:
Question 9: Write a function that takes an integer n and returns another function that returns the product of n and its argument.
Answer:
Question 10: What is the hidden risk in the following Python 2 code?
Answer: Because str is an immutable object, each iteration creates a new str instance. As num grows, more string objects are created, leading to increased memory consumption.
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