Introduction
Although Python is one of the most popular programming languages, Python interview questions often test basic concepts that every programmer should know. Learning Python can mean the difference between walking into a coding interview with confidence and passing it with flying colors. Here is a collection of some of the most asked Python interview questions with their answers and solutions. In this website, if you wanna learn python star patterns i’ve made a post.
Step-by-Step Solutions to Popular Python Interview Questions
Swapping of Two Numbers Using a Third Variable
One of the most common Python interview questions is swapping two numbers using a third variable.
Explanation
- We use a temporary variable to hold one value while swapping.
- This method is simple and easy to understand.
Code
# Assigning values
a = 5
b = 8
# Using a temporary variable
temp = a
a = b
b = temp
print("After swapping: a =", a, "b =", b)
Output
After swapping: a = 8 b = 5
Step by Step Execution
- Store
a
in temp (temp = a
) - Assign
b
toa
(a = b
) - Assign temp to
b
(b = temp
) - Print the swapped values
Swapping of Two Numbers Without Using a Third Variable
Another popular topic in Python interview questions involves swapping two numbers without using a temporary variable. This approach demonstrates your understanding of arithmetic operations or bitwise manipulation.
Explanation:
- We use addition and subtraction or bitwise XOR to swap values.
- This reduces memory usage.
Code
# Assigning values
a = 5
b = 8
# Swapping without a third variable
a = a + b
b = a - b
a = a - b
print("After swapping: a =", a, "b =", b)
Output
After swapping: a = 8 b = 5
Step-by-step Execution:
a = 5
,b = 8
a = a + b
→a = 5 + 8 = 13
b = a - b
→b = 13 - 8 = 5
a = a - b
→a = 13 - 5 = 8
Final Values: a = 8, b = 5
Reverse a String Using a Loop
In most Python interview questions, candidates are asked to reverse a string using a loop. Here’s a simple code to achieve that:
Explanation
- We iterate through the string in reverse order.
Code
# Input string
s = "hello"
rev = ""
# Loop through the string in reverse order
for i in range(len(s) - 1, -1, -1):
rev += s[i]
print("Reversed string:", rev)
Output
Reversed string: olleh
Iteration Breakdown:
Understanding the iteration breakdown is crucial to solving Python interview questions effectively.
- Given string:
"hello"
len(s) = 5
→ indices:0 1 2 3 4
Iteration | i | s[i] | rev (Reversed String) |
---|---|---|---|
1st | 4 | ‘o’ | “o” |
2nd | 3 | ‘l’ | “ol” |
3rd | 2 | ‘l’ | “oll” |
4th | 1 | ‘e’ | “olle” |
5th | 0 | ‘h’ | “olleh” |
Check Whether a String is Palindrome or Not
Explanation
- A palindrome reads the same forward and backward.
Code
# Input string
s = "radar"
n = len(s)
is_palindrome = True
# Check if first and last characters are the same
for i in range(n // 2):
if s[i] != s[n - i - 1]:
is_palindrome = False
break
print("Is palindrome?", is_palindrome)
Output
Is palindrome? True
Iteration Breakdown:
- Given string:
"radar"
n = len(s) = 5
- Loop runs for
n//2 = 5//2 = 2
times
Iteration | i | s[i] | s[n-i-1] | Check |
---|---|---|---|---|
1st | 0 | ‘r’ | ‘r’ | Match |
2nd | 1 | ‘a’ | ‘a’ | Match |
Since all comparisons match, "radar"
is a palindrome.
Check Whether a Number is Palindrome or Not
Explanation
- A number is a palindrome if it reads the same backward.
Code
# Common Python interview questions to check palindrome
num = 121
original_num = num # Store the original number
rev_num = 0 # Initialize reversed number to 0
# Reverse the number using a loop
while num > 0:
digit = num % 10 # Get the last digit
rev_num = rev_num * 10 + digit # Add digit to reversed number
num = num // 10 # Remove the last digit
# Check if original and reversed numbers are the same
if original_num == rev_num:
print(original_num, "is a palindrome.")
else:
print(original_num, "is not a palindrome.")
Output
121 is a palindrome.
Iteration Breakdown:
- Given number:
121
- Reverse the digits using modulo (
%
) and integer division (//
).
Iteration | num | digit = num % 10 | rev_num = rev_num * 10 + digit | num = num // 10 |
---|---|---|---|---|
1st | 121 | 1 | 0 * 10 + 1 = 1 | 121 // 10 = 12 |
2nd | 12 | 2 | 1 * 10 + 2 = 12 | 12 // 10 = 1 |
3rd | 1 | 1 | 12 * 10 + 1 = 121 | 1 // 10 = 0 |
Since original_num (121) == rev_num (121)
, it is a palindrome.
Fibonacci Series
Explanation
- The Fibonacci sequence starts with 0 and 1.
Code
# Number of terms
n = 5
a, b = 0, 1
# Print first two terms
print(a, b, end=" ")
# Generate next terms using a loop
for i in range(n - 2):
next_term = a + b
print(next_term, end=" ")
a = b
b = next_term
Output
0 1 1 2 3
Iteration Breakdown:
- First two numbers:
0, 1
- Generate
n-2 = 3
more terms.
Iteration | a | b | next_term = a + b | Output Sequence |
---|---|---|---|---|
1st | 0 | 1 | 0 + 1 = 1 | 0 1 1 |
2nd | 1 | 1 | 1 + 1 = 2 | 0 1 1 2 |
3rd | 1 | 2 | 1 + 2 = 3 | 0 1 1 2 3 |
Factorial Using Loop
Explanation
- The factorial of a number n is
n! = n * (n-1) * ... * 1
.
Code
# Input number
n = 5
fact = 1
# Loop through numbers from 1 to n
for i in range(1, n + 1):
fact *= i
print("Factorial:", fact)
Output
Factorial: 120
Iteration Breakdown:
Iteration | i | fact = fact * i |
---|---|---|
1st | 1 | 1 * 1 = 1 |
2nd | 2 | 1 * 2 = 2 |
3rd | 3 | 2 * 3 = 6 |
4th | 4 | 6 * 4 = 24 |
5th | 5 | 24 * 5 = 120 |
Check Whether a Number is Prime or Not
Understanding prime numbers is important because it forms the basis of many Python interview questions that assess logical thinking and problem-solving abilities.
Explanation
- A prime number has only two factors: 1 and itself.
Code
# Input number
n = 13
is_prime = True
# Loop from 2 to n-1
for i in range(2, n):
if n % i == 0:
is_prime = False
break
if n == 1:
is_prime = False
print("Is prime?", is_prime)
Output
Is prime? True
Iteration Breakdown for n = 13
The loop checks numbers from 2
to 12
.
Iteration | i | n % i (Remainder) | Prime Check |
---|---|---|---|
1st | 2 | 13 % 2 = 1 (Not divisible) | Prime |
2nd | 3 | 13 % 3 = 1 (Not divisible) | Prime |
3rd | 4 | 13 % 4 = 1 (Not divisible) | Prime |
4th | 5 | 13 % 5 = 3 (Not divisible) | Prime |
5th | 6 | 13 % 6 = 1 (Not divisible) | Prime |
6th | 7 | 13 % 7 = 6 (Not divisible) | Prime |
7th | 8 | 13 % 8 = 5 (Not divisible) | Prime |
8th | 9 | 13 % 9 = 4 (Not divisible) | Prime |
9th | 10 | 13 % 10 = 3 (Not divisible) | Prime |
10th | 11 | 13 % 11 = 2 (Not divisible) | Prime |
11th | 12 | 13 % 12 = 1 (Not divisible) | Prime |
Since 13
is not divisible by any number in the loop, is_prime
remains True.
Print Prime Numbers in the Given Range
One of the most common Python interview questions asks candidates to print prime numbers in a given range.
Explanation
- We check each number in the given range.
Code
# Input range
start = 10
end = 18
# Loop through numbers from start to end
for num in range(start, end + 1):
# Check if number is prime
for i in range(2, num):
if num % i == 0:
break
else:
# Print prime number
if num > 1:
print(num)
Output
11
13
17
Iteration Breakdown for Numbers Between 10
and 50
Let’s go step by step and analyze each number.
Step-by-step Execution for Each Number
Checking num = 10
- Loop runs:
i = 2
to9
10 % 2 == 0
→ Not a prime number (loop breaks)
Checking num = 11
- Loop runs:
i = 2
to10
11 % 2 != 0
,11 % 3 != 0
,11 % 4 != 0
, … (no divisors found)- Prime number →
11
is printed
Checking num = 12
- Loop runs:
i = 2
to11
12 % 2 == 0
→ Not a prime number (loop breaks)
Checking num = 13
- Loop runs:
i = 2
to12
13 % 2 != 0
,13 % 3 != 0
, … (no divisors found)- Prime number →
13
is printed
Checking num = 14
14 % 2 == 0
→ Not a prime number
Checking num = 15
15 % 3 == 0
→ Not a prime number
Checking num = 17
- Loop runs:
i = 2
to16
- No divisors found → Prime number →
17
is printed
Find Sum of Individual Digits
Explanation
- We extract digits and sum them.
Code
# Input number
num = 123
sum_digits = 0
# Loop through digits
while num > 0:
digit = num % 10
sum_digits += digit
num //= 10
print("Sum of digits:", sum_digits)
Output
Sum of digits: 6
Iteration Breakdown:
Iteration | num | digit = num % 10 | sum_digits += digit | num = num // 10 |
---|---|---|---|---|
1st | 123 | 3 | 0 + 3 = 3 | 123 // 10 = 12 |
2nd | 12 | 2 | 3 + 2 = 5 | 12 // 10 = 1 |
3rd | 1 | 1 | 5 + 1 = 6 | 1 // 10 = 0 |
Count Vowels and Consonants in a String
One of the easiest python interview questions is this.
Explanation
- We count vowels (a, e, i, o, u) and consonants separately.
Code
# Optimized approach for common Python interview questions
s = "hello world"
vowels = "aeiouAEIOU"
vowel_count = 0
consonant_count = 0
# Loop through each character
for char in s:
if char in vowels:
vowel_count += 1
elif char.isalpha(): # Check if character is a letter
consonant_count += 1
print("Vowels:", vowel_count)
print("Consonants:", consonant_count)
Output
Vowels: 3
Consonants: 7
Iteration Breakdown
Let’s analyze the loop character by character for "hello world"
.
Character | Is it a Vowel? | Is it a Consonant? | vowel_count | consonant_count |
---|---|---|---|---|
‘h’ | No | Yes | 0 | 1 |
‘e’ | Yes | No | 1 | 1 |
‘l’ | No | Yes | 1 | 2 |
‘l’ | No | Yes | 1 | 3 |
‘o’ | Yes | No | 2 | 3 |
‘ ‘ (Space) | No | No (Ignored) | 2 | 3 |
‘w’ | No | Yes | 2 | 4 |
‘o’ | Yes | No | 3 | 4 |
‘r’ | No | Yes | 3 | 5 |
‘l’ | No | Yes | 3 | 6 |
‘d’ | No | Yes | 3 | 7 |
Final Counts
- Vowels:
3
→ (e, o, o
) - Consonants:
7
→ (h, l, l, w, r, l, d
)
Tips to Solve Python Interview Questions Quickly
- Break down the problem into smaller steps.
- Identify possible edge cases and handle them carefully.
- Practice common Python interview questions to get familiar with different approaches.
- Use comments to explain the logic for better readability.
Conclusion
To ace the python interview questions. these are the Fundamental ideas of Python interviews. These solid fundaments help you to hear the concepts such as loops, conditionals, functions, and mathematical operations, which are essential for solving problems properly.
The main point of the article was:
- Swapping two numbers with and without the third variable
- Reversing a string with a loop
- Making two strings or two numbers palindromes
- Counting the number of vowels and consonants in a string
- Generating a Fibonacci series
- Finding factorial with loops
- Seeing if prime numbers are in a given series and print them Finding the sum of the individual digits of a number
These are some of the most frequently asked Python interview questions that can help you build a strong foundation in coding, and if you practice them, then your skills of problem-solving would also get better. Time complexity plays a vital role in solving Python interview questions effectively, ensuring optimal solutions. Besides, we have come up with an approach that can be used to check prime numbers in a way that would save time.
Frequently Asked Python Interview Questions with Solutions
1. What are basic Python interview questions?
Basic Python interview questions include string manipulation, number swapping, and loops.
2. Why are loops important in Python?
Loops help automate repetitive tasks, such as iterating over lists or performing calculations.
3. How do I check if a string is a palindrome?
You can use slicing (s[::-1]
) to reverse a string and compare it with the original.
4. What is the easiest way to swap two numbers in Python?
Using tuple swapping: a, b = b, a
.
5. How do I count vowels in a string?
Check each character against "aeiouAEIOU"
and count matches.