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Partitioning Into Minimum Number Of Deci-Binary Numbers

Medium
97.5%
Updated 6/1/2025

Asked by 2 Companies

Partitioning Into Minimum Number Of Deci-Binary Numbers

What is this problem about?

The Partitioning Into Minimum Number Of Deci-Binary Numbers problem asks for the minimum number of "deci-binary" numbers (numbers where each digit is 0 or 1) that sum to a given number n (as a string). The key insight: the answer is simply the maximum digit in n. This is an elegant greedy observation disguised as a coding problem. The string and greedy interview pattern is demonstrated.

Why is this asked in interviews?

Nutanix and Amazon ask this because it rewards candidates who think mathematically. The insight — each deci-binary number can contribute at most 1 to each digit position, so you need as many deci-binary numbers as the maximum digit in n — turns a potentially complex problem into a one-liner.

Algorithmic pattern used

Maximum digit observation. Return max(int(c) for c in n). Each digit d in n requires at least d deci-binary numbers to contribute to that position (each contributes 0 or 1). The maximum digit is the bottleneck.

Example explanation

n="32". Max digit=3. Need at least 3 deci-binary numbers:

  • 11, 11, 10 → 11+11+10=32 ✓. Answer = 3.

n="82". Max digit=8. Need 8 deci-binary numbers.

n="927346502". Max digit=9. Answer = 9.

Common mistakes candidates make

  • Implementing any actual computation beyond finding the max digit.
  • Converting the string to an integer (unnecessary and causes overflow for long strings).
  • Returning sum of digits instead of max digit.
  • Missing the mathematical insight and writing complex code.

Interview preparation tip

This problem is a prime example of "mathematical insight beats algorithmic complexity." Before coding any solution, ask: "Is there a pattern?" Here, the maximum digit directly gives the answer. Practice recognizing similar mathematical shortcuts in problems. If a problem seems hard but has a "minimum number of X" structure, check if the answer depends on a single extreme value (max, min, or specific element property).

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