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Sum Multiples of Three, Five, or Seven

Last updated: Jul 28, 2026

Quick Overview

Compute the sum of distinct positive integers below a limit that are divisible by three, five, or seven. Account for values shared by several divisor groups, strict limit boundaries, inputs up to 10^18, overflow-safe arithmetic, complexity, and generalized-divisor follow-ups.

  • medium
  • Upstart
  • Coding & Algorithms
  • Software Engineer

Sum Multiples of Three, Five, or Seven

Company: Upstart

Role: Software Engineer

Category: Coding & Algorithms

Difficulty: medium

Interview Round: Take-home Project

# Sum Multiples of Three, Five, or Seven Implement `sum_multiples(limit)`. Return the sum of all distinct positive integers strictly less than `limit` that are divisible by `3`, `5`, or `7`. An integer divisible by more than one divisor is included only once. The limit itself is never included. ## Constraints - `0 <= limit <= 10^18` - The result fits in a signed 64-bit integer for the supplied tests. - Derive an approach that does not iterate through every integer below a very large limit. ## Examples - `sum_multiples(12)` returns `40` because the included values are `3, 5, 6, 7, 9, 10`. - `sum_multiples(3)` returns `0`. ## Clarifications Explain how overlap between divisor sets is corrected and how to sum an arithmetic progression without enumerating it. ## Hints Inclusion-exclusion applies to multiples of individual divisors, pairwise least common multiples, and the three-way least common multiple. ## Extensions - Accept an arbitrary list of divisors. - Return the result modulo a positive integer. - Discuss overflow-safe intermediate arithmetic.

Quick Answer: Compute the sum of distinct positive integers below a limit that are divisible by three, five, or seven. Account for values shared by several divisor groups, strict limit boundaries, inputs up to 10^18, overflow-safe arithmetic, complexity, and generalized-divisor follow-ups.

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|Home/Coding & Algorithms/Upstart

Sum Multiples of Three, Five, or Seven

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Upstart
Jul 27, 2026, 12:00 AM
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Sum Multiples of Three, Five, or Seven

Implement sum_multiples(limit). Return the sum of all distinct positive integers strictly less than limit that are divisible by 3, 5, or 7.

An integer divisible by more than one divisor is included only once. The limit itself is never included.

Constraints

  • 0 <= limit <= 10^18
  • The result fits in a signed 64-bit integer for the supplied tests.
  • Derive an approach that does not iterate through every integer below a very large limit.

Examples

  • sum_multiples(12) returns 40 because the included values are 3, 5, 6, 7, 9, 10 .
  • sum_multiples(3) returns 0 .

Clarifications

Explain how overlap between divisor sets is corrected and how to sum an arithmetic progression without enumerating it.

Hints

Inclusion-exclusion applies to multiples of individual divisors, pairwise least common multiples, and the three-way least common multiple.

Extensions

  • Accept an arbitrary list of divisors.
  • Return the result modulo a positive integer.
  • Discuss overflow-safe intermediate arithmetic.

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