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Compute build order from dependencies

Last updated: Mar 29, 2026

Quick Overview

This question evaluates understanding of graph algorithms and dependency resolution, specifically topological ordering and cycle detection, within the Coding & Algorithms domain and tests both conceptual understanding and practical application of graph traversal and ordering techniques.

  • Medium
  • Uber
  • Coding & Algorithms
  • Software Engineer

Compute build order from dependencies

Company: Uber

Role: Software Engineer

Category: Coding & Algorithms

Difficulty: Medium

Interview Round: Technical Screen

Given a set of package build dependencies, output a valid build order so that each package is built only after all of its dependencies. The input is a list of (package, dependency) pairs or an adjacency list. Return one valid order, or report that no order exists if there is a cycle. Explain your algorithm, analyze time and space complexity, handle edge cases such as disconnected components and duplicate dependencies, and compare a BFS in-degree approach (Kahn's algorithm) with a DFS post-order approach, justifying your choice.

Quick Answer: This question evaluates understanding of graph algorithms and dependency resolution, specifically topological ordering and cycle detection, within the Coding & Algorithms domain and tests both conceptual understanding and practical application of graph traversal and ordering techniques.

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Uber logo
Uber
Sep 6, 2025, 12:00 AM
Software Engineer
Technical Screen
Coding & Algorithms
6
0

Given a set of package build dependencies, output a valid build order so that each package is built only after all of its dependencies. The input is a list of (package, dependency) pairs or an adjacency list. Return one valid order, or report that no order exists if there is a cycle. Explain your algorithm, analyze time and space complexity, handle edge cases such as disconnected components and duplicate dependencies, and compare a BFS in-degree approach (Kahn's algorithm) with a DFS post-order approach, justifying your choice.

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