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
Priority Queue From Scratch
00:00
5 left

Priority Queue From Scratch

MediumPython

Problem

Implement a priority queue from scratch.

Use a binary min-heap where lower numeric priorities are removed first, and preserve insertion order when priorities are equal. Implement process_operations(operations), where each operation is ['push', value, priority], ['peek'], ['pop'], or ['is_empty']; return results for query operations only. peek and pop return [value, priority], while is_empty returns a Boolean.

Constraints

  • 1 <= operations.length <= 1000
  • Each operation is valid and is one of push, peek, pop, or is_empty
  • A peek or pop operation is executed only when the queue is non-empty
  • Values are strings
  • -10^9 <= priority <= 10^9

Function Signature

def process_operations(operations):
Interviewer

Your question is Priority Queue From Scratch. 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.
Code
Sign up free to run your codeLog inLn 2
Run your code to see test output here.