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
Vertical Order Tree Traversal
00:00
5 left

Vertical Order Tree Traversal

HardPython

Problem

How would you implement vertical order traversal of a binary tree?

Implement vertical_order_traversal(root). The input is a nested dictionary tree node with keys val, left, and right; child nodes are dictionaries or null. Return a list of columns ordered from leftmost to rightmost. Within each column, preserve top-to-bottom order, and for nodes at the same position, preserve left-to-right order.

Function Contract

  • Input: root, a nested dictionary or null
  • Output: a list of lists containing node values

Constraints

  • 0 <= number of nodes <= 10^4
  • Node values are integers
  • Each node has at most one left child and one right child
  • Columns must be returned from leftmost to rightmost
  • Nodes in a column must remain top-to-bottom and left-to-right

Function Signature

def vertical_order_traversal(root):
Interviewer

Your question is Vertical Order Tree Traversal. 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.