Let’s walk through a proper problem-solving framework using the following method for each problem:
✅ Framework for Python Problem Solving
Step-by-Step Method:
- Understand the Problem
- Write Pseudocode or Draw Flow / Decision Tree
- Select Patterns & Data Structures
- Follow Template →
Input → Logic → Output
- Dry Run with Debug Print
- Optimize if Needed
Let me now walk through 3 examples in this format. Once we are good and used with the format we will go for 15+ more.
✅ Example 1: Check if a String is a Palindrome
Problem: A string is a palindrome if it reads the same forwards and backwards.
1. Pseudocode / Flow:
- Take input string
- Reverse the string
- Compare original with reversed
- Return True/False
2. Decision Flow:
Input: "madam"
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Check: "madam" == "madam"[::-1]
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Yes -> Palindrome
No -> Not a Palindrome
3. Python Code:
def get_input():
return input("Enter a string: ")
def process(data):
# Logic to check palindrome
return data == data[::-1]
def show_result(output):
print("Palindrome?" , output)
def main():
data = get_input()
result = process(data)
show_result(result)
main()
4. Dry Run:
Input: madam
data[::-1] = madam
Comparison: True
✅ Example 2: Count Characters (Use Hashmap)
1. Pseudocode:
- Take input string
- Create empty dict
- Loop through characters
- If in dict: increment count
- Else: set count = 1
- Return dict
2. Flow:
Input: "apple"
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Loop: a, p, p, l, e
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Output: {'a':1, 'p':2, 'l':1, 'e':1}
3. Python Code:
def get_input():
return input("Enter a word: ")
def process(word):
freq = {}
for ch in word:
freq[ch] = freq.get(ch, 0) + 1
return freq
def show_result(output):
print("Character Frequency:", output)
def main():
data = get_input()
result = process(data)
show_result(result)
main()
✅ Example 3: Find Minimum in a List (Loop + Tracking)
1. Pseudocode:
- Take input list
- Initialize min_val = first element
- Loop through rest
- if element < min_val → update min_val
- Return min_val
2. Flow:
Input: [4, 9, 1, 2]
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Start with min_val = 4
Compare: 9 > 4 → skip
Compare: 1 < 4 → update min_val = 1
Compare: 2 > 1 → skip
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Return 1
3. Python Code:
def get_input():
return list(map(int, input("Enter numbers separated by space: ").split()))
def process(arr):
min_val = arr[0]
for num in arr[1:]:
if num < min_val:
min_val = num
return min_val
def show_result(output):
print("Minimum value:", output)
def main():
data = get_input()
result = process(data)
show_result(result)
main()
✅ Want to Continue?
Let me know, and I’ll provide the next 15 problems following the same structure:
- ✅ Binary Search
- ✅ Sorting (Bubble/Merge/Quick)
- ✅ Consecutive Characters
- ✅ Longest Unique Substring
- ✅ Anagram Check
- ✅ Min Distance Between Duplicates
- ✅ Frequency Sort
- ✅ Matrix Diagonal Sum
- ✅ FizzBuzz
- ✅ Prime Number Check
- ✅ Count Words in Sentence
- ✅ Convert Roman to Integer
- ✅ Reverse a Linked List (or simulate)
- ✅ Bracket Balance Checker
- ✅ Sum of Digits
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