Dataford
Interview QuestionsInterview GuidesExperiencesCoaching
New
Pricing
Get started
Dataford
Popular roles
Software EngineerData AnalystData ScientistData EngineerBusiness AnalystAI EngineerMachine Learning EngineerProduct Manager
Browse
Browse All RolesEvery role hub, from analyst to MLBrowse All CompaniesCompany-specific interview loopsAll Interview GuidesThe full guide library
Top questions by role
Software EngineerData AnalystData ScientistData EngineerBusiness AnalystAI EngineerMachine Learning EngineerProduct Manager
Top questions by skill
SQLPythonStatisticsMachine LearningA/B TestingSystem DesignGenerative AIProduct SenseMetricsBehavioral
Browse all questions →Try a mock interview
Experiences
Practice
Mock InterviewsTimed interview simulations with feedbackCoaching1:1 coaching with people at your target companiesSuccess PathYour 6-week structured planModulesCurated lessons by topicWebinarsTalks from ex-Big Tech data leadsPlaygroundA free-form scratch editor
Learn
BlogInterview strategy and career adviceTech Job Market ReportHiring trends across data and AI rolesFor UniversitiesDataford for career centersAbout DatafordWho we are and how we build
Pricing
Build my plan
Shortest Path in Adjacency Matrix
00:00
5 left

Shortest Path in Adjacency Matrix

MediumPython

Problem

Given a connected, undirected graph represented by an n x n Boolean adjacency matrix where matrix[i][j] = true indicates an edge, write a function that takes two vertex indices and returns the shortest distance between them measured by the minimum number of edges.

Asked in the Phone Screen stage. Use breadth-first search because every edge has equal cost. The function receives matrix, start, and end, and returns an integer distance.

Constraints

  • 1 <= n <= 10^3
  • matrix has exactly n rows and n Boolean entries per row
  • The graph is connected and undirected
  • 0 <= start, end < n

Function Signature

def shortest_distance(matrix, start, end):
Interviewer

Your question is Shortest Path in Adjacency Matrix. Start with the requirements in the Question tab.

Run and submit as often as you like. When you're ready, talk me through your approach or go straight to the code.

You need to log in / sign up to run or submit.
CodePython 3
Sign up free to run your codeLog inLn 2
Run your code to see test output here.