Multiply Strings
Detailed guide and Python implementation for the 'Multiply Strings' problem.
1. Concept Overview
The 'Multiply Strings' problem is a key challenge in the Math & Geometry section.
This implementation focuses on easy-level logic in Python.
We prioritize technical accuracy and code readability in our provided solutions.
2. Real-World Applications
3. Visual Intuition
Visualizing the logic flow for Multiply Strings.
4. Prerequisites
5. Step-by-Step Thinking
1. Understand the problem
Read the problem statement for Multiply Strings carefully.
2. Formulate brute force
Draft a simple iterative solution.
3. Identify inefficiency
Look for redundant calculations.
4. Optimize search path
Use hashing or sorting to speed up the process.
5. Final Implementation
Clean up the code for production standards.
Problem Statement
Given two non-negative integers num1 and num2 represented as strings, return the product of num1 and num2, also represented as a string.
Note: You must not use any built-in BigInteger library or convert the inputs to integer directly.
Implement a function multiply(num1: str, num2: str) -> str.
- •1 <= num1.length, num2.length <= 200
- •num1 and num2 consist of digits only
- •Both num1 and num2 do not contain any leading zero, except the number 0 itself
Examples
"2", "3"
"6"
2 * 3 = 6.
"123", "456"
"56088"
123 * 456 = 56088.
Need a Hint?
Edge Cases to Watch
- Empty input structures
- Single element inputs
- Large numerical bounds
Ready to Solve?
Open the problem in PyRun's browser-based Python editor. Your code runs fully offline — no server required.
Interview Insights & Variations
Complexity Analysis Breakdown
Why Time: Directly evaluates all possibilities.
Why Space: Uses standard local memory.
Why Time: Optimized paths reduce total operations.
Why Space: May trade memory for speed.
Optimized Solution Python Code
Optimized Solution Python Code
def multiply_opt(num1: str, num2: str) -> str:
if "0" in [num1, num2]: return "0"
res = [0] * (len(num1) + len(num2))
num1, num2 = num1[::-1], num2[::-1]
for i1 in range(len(num1)):
for i2 in range(len(num2)):
digit = int(num1[i1]) * int(num2[i2])
res[i1 + i2] += digit
res[i1 + i2 + 1] += res[i1 + i2] // 10
res[i1 + i2] %= 10
res, beg = res[::-1], 0
while beg < len(res) and res[beg] == 0:
beg += 1
res = map(str, res[beg:])
return "".join(res)Brute Force Code (Spoiler Guarded)
Brute Force Code (Spoiler Guarded)
def multiply_brute(num1: str, num2: str) -> str:
return str(int(num1) * int(num2))Algorithm Pattern Checklist
When dealing with Math & Geometry data patterns.
Core Prerequisites
Revision Key Notes
Common Mistakes & Pitfalls
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