PracHub
QuestionsPremiumCoachesLearningGuidesInterview Prep
|Home/Coding & Algorithms/DoorDash

Implement a hierarchical key-value store

Last updated: Jun 26, 2026

Quick Overview

Implement a hierarchical key-value store evaluates algorithm design, data structures, correctness, complexity, edge cases, and implementation details in a realistic interview setting. A strong answer states assumptions, handles edge cases, explains trade-offs, and shows how to validate the result clearly.

  • Medium
  • DoorDash
  • Coding & Algorithms
  • Software Engineer

Implement a hierarchical key-value store

Company: DoorDash

Role: Software Engineer

Category: Coding & Algorithms

Difficulty: Medium

Interview Round: Technical Screen

Implement an in-memory hierarchical key-value store where keys are UNIX-like paths joined by '/'. The root node is '/' with initial value '#'. Each node stores a string value. Support: ( 1) Create(path, value): create a node; parent must exist; fail if the node already exists. ( 2) SetValue(path, value): set the value; node must exist. ( 3) GetValue(path): return the value; node must exist. ( 4) Delete(path): delete the node only if it has no children; node must exist. Define the class interface, choose appropriate data structures, and provide time/space complexities. Include unit tests and discuss how you would add concurrency safety and optional persistence to disk.

Quick Answer: Implement a hierarchical key-value store evaluates algorithm design, data structures, correctness, complexity, edge cases, and implementation details in a realistic interview setting. A strong answer states assumptions, handles edge cases, explains trade-offs, and shows how to validate the result clearly.

Solution

# Solution Alignment The prompt asks for an implementation-level answer. The safest way to present it is to define the state, maintain clear invariants, then walk through complexity and tests. ## Problem Restatement Implement an in-memory hierarchical key-value store where keys are UNIX-like paths joined by '/'. The root node is '/' with initial value '#'. Each node stores a string value. Support: ( 1) Create(path, value): create a node; parent must exist; fail if the node already exists. ( 2) SetValue(path, value): set the value; node must exist. ( 3) GetValue(path): return the value; node must exist. ( 4) Delete(path): delete the node only if it has no children; node must exist. Define the class interface, choose appropriate data structures, and provide time/space complexities. Include unit tests and discuss how you would add concurrency safety and optional persistence to disk. ## Recommended Approach Model the states explicitly and use BFS for unweighted shortest paths, Dijkstra for weighted non-negative paths, or topological DP for DAGs. Track visited states at the right granularity so cycles do not cause repeated work. ## Correctness The implementation should maintain an invariant after each loop or operation that directly matches the problem statement. At termination, that invariant implies the returned value has considered every valid candidate exactly once, or has preserved the required data-structure state after every API call. ## Complexity BFS is O(V + E) time and O(V) space for a standard graph. Expanded-state problems multiply those bounds by the number of state dimensions. ## Edge Cases and Tests Disconnected graph, source equals target, cycles, duplicate edges, unreachable target, and whether the answer counts nodes, edges, moves, or transfers.

Related Interview Questions

  • Validate a Shopping Cart - DoorDash (medium)
  • Implement Timeout Refund Workflow - DoorDash (medium)
  • Calculate Driver Payments - DoorDash (medium)
  • Maximize Chef Assignment Profit - DoorDash (medium)
  • Compute Courier Delivery Pay - DoorDash (easy)
DoorDash logo
DoorDash
Jul 17, 2025, 12:00 AM
Software Engineer
Technical Screen
Coding & Algorithms
6
0
Practice Read

Implement a hierarchical key-value store

Implement an in-memory hierarchical key-value store where keys are UNIX-like paths joined by '/'. The root node is '/' with initial value '#'. Each node stores a string value. Support: (

  1. Create(path, value): create a node; parent must exist; fail if the node already exists. (
  2. SetValue(path, value): set the value; node must exist. (
  3. GetValue(path): return the value; node must exist. (
  4. Delete(path): delete the node only if it has no children; node must exist. Define the class interface, choose appropriate data structures, and provide time/space complexities. Include unit tests and discuss how you would add concurrency safety and optional persistence to disk.

Constraints & Assumptions

  • Preserve the scope, facts, inputs, and requested outputs from the prompt above.
  • If the prompt leaves a detail unspecified, state a reasonable assumption before relying on it.
  • Keep the answer interview-ready: concise enough to present, but concrete enough to implement or evaluate.

Clarifying Questions to Ask

  • Clarify input sizes, value ranges, mutability, return format, and tie-breaking.
  • State the target time and space complexity before coding.
  • Call out edge cases such as empty inputs, duplicates, invalid values, overflow, and boundary sizes.

What a Strong Answer Covers

  • A clear algorithm with the right data structures and enough pseudocode or code-level detail to implement it.
  • A correctness argument that explains why the algorithm covers all required cases.
  • Time and space complexity, plus at least one alternative approach when relevant.
  • Focused tests for normal cases, edge cases, and failure modes.

Follow-up Questions

  • How would the approach change if the input were streaming or too large for memory?
  • What invariants would you assert in production code?
  • Which tests would catch off-by-one, duplicate, or tie-breaking bugs?

Solution

Show

Submit Your Answer to Earn 20XP

Sign in to leave a comment

Loading comments...

Browse More Questions

More Coding & Algorithms•More DoorDash•More Software Engineer•DoorDash Software Engineer•DoorDash Coding & Algorithms•Software Engineer Coding & Algorithms
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
  • Compare Platforms
  • Discord Community

Support

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

Legal

  • Privacy Policy
  • Terms of Service
  • About Us

© 2026 PracHub. All rights reserved.