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
Nested Configuration Parsing
00:00
5 left

Nested Configuration Parsing

HardPython

Problem

Write a function to parse and validate complex nested configurations for Zephyr AI, ensuring optimal time and space complexity.

Implement parse_and_validate(config_text, schema), where config_text is a JSON string and schema is a nested validation schema. Return (True, parsed_config) for valid JSON that matches the schema, or (False, None) for malformed JSON or validation failure. Support object, array, string, number, boolean, and null types, plus required object fields, nested properties, array items, and enum; object fields not listed in properties are invalid.

Constraints

  • 1 <= len(config_text) <= 100000
  • The parsed configuration contains at most 2000 objects and arrays
  • The schema contains at most 2000 rules
  • Schema rules use only object, array, string, number, boolean, and null types
  • Object fields not listed in properties are invalid

Function Signature

def parse_and_validate(config_text, schema):
Interviewer

Your question is Nested Configuration Parsing. 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.