PracHub
QuestionsCoachesLearningGuidesInterview Prep

Quick Overview

Solve the shortest clear path in an n by n binary grid using BFS in 8 directions. Covers blocked endpoints, visited marking, path length, correctness, complexity, and weighted-move follow-ups.

  • medium
  • Snapchat
  • Coding & Algorithms
  • Machine Learning Engineer

Find Shortest Clear Grid Path

Company: Snapchat

Role: Machine Learning Engineer

Category: Coding & Algorithms

Difficulty: medium

Interview Round: Onsite

Given an `n x n` binary grid, where `0` means open and `1` means blocked, return the length of the shortest clear path from the top-left cell to the bottom-right cell. You may move in all 8 directions to neighboring cells: horizontal, vertical, and diagonal. A valid path may only pass through open cells. Return `-1` if either endpoint is blocked or no path exists. ### Constraints & Assumptions - The path length counts the number of cells visited, including the start and end cells. - The grid is square: `n x n`. - Diagonal moves are allowed. - Mutating the grid for visited marking is acceptable if stated, but a separate visited set is also fine. - Use breadth-first search because all moves have equal cost. ### Clarifying Questions to Ask - Does path length count edges or cells? - Are diagonal moves allowed through corners if adjacent orthogonal cells are blocked? - Can I mutate the input grid? - What should be returned for an empty grid? ### What a Strong Answer Covers - Endpoint-blocked checks. - BFS from `(0, 0)`. - 8-direction neighbor generation. - Visited marking to avoid cycles. - First time reaching bottom-right gives shortest path. - Time and space complexity. ### Follow-up Questions - How would the solution change if moves had different costs? - How would you return the actual path, not only length? - How would you handle a rectangular grid? - How would you solve it if diagonal corner-cutting were disallowed?

Quick Answer: Solve the shortest clear path in an n by n binary grid using BFS in 8 directions. Covers blocked endpoints, visited marking, path length, correctness, complexity, and weighted-move follow-ups.

Return the shortest 8-directional clear path length from top-left to bottom-right, counting cells visited. Return -1 if blocked or unreachable.

Constraints

  • Inputs are Python literals matching the function signature.
  • Return a deterministic exact-match value.

Examples

Input: ([[0,1],[1,0]],)

Expected Output: 2

Explanation: Diagonal move reaches the end.

Input: ([[0,0,0],[1,1,0],[1,1,0]],)

Expected Output: 4

Explanation: Path around obstacles.

Input: ([[1]],)

Expected Output: -1

Explanation: Blocked start.

Input: ([[0]],)

Expected Output: 1

Explanation: Single open cell.

Hints

  1. Pick a representation that makes the requested operation direct.
  2. Handle empty inputs and boundary cases first.
Last updated: Jun 27, 2026

Loading coding console...

PracHub

Master your tech interviews with 8,000+ real questions from top companies.

Product

  • Questions
  • Learning Tracks
  • Interview Guides
  • Resources
  • Premium
  • For Universities
  • Student Access

Browse

  • By Company
  • By Role
  • By Category
  • Topic Hubs
  • SQL Questions
  • AI Coding Questions
  • Compare Platforms
  • Discord Community

Support

  • support@prachub.com
  • (916) 541-4762

Legal

  • Privacy Policy
  • Terms of Service
  • About Us

© 2026 PracHub. All rights reserved.

Related Coding Questions

  • Determine Whether Courses Can Be Completed - Snapchat (medium)
  • Solve Decimal Coin Change - Snapchat (medium)
  • Find Maximum Island Perimeter - Snapchat (medium)
  • Solve Three Algorithmic Tasks - Snapchat (hard)
  • Implement a Timestamped Counter - Snapchat (medium)