Implement a Concurrent Buffered File Logger

Quick Overview

Design a logger that accepts writes from many threads, buffers records, and appends them safely to one file while preserving a documented ordering guarantee. Make the API or object boundaries explicit, then cover invariants, edge cases, testing strategy, and operational trade-offs.

Implement a Concurrent Buffered File Logger

Company: Databricks

Role: Software Engineer

Category: Software Engineering Fundamentals

Difficulty: medium

Interview Round: Onsite

# Implement a Concurrent Buffered File Logger Design a logger that accepts writes from many threads, buffers records, and appends them safely to one file while preserving a documented ordering guarantee. ### Constraints & Assumptions - Records must not interleave or be silently lost. - Disk errors and shutdown are observable. ### Clarifying Questions to Ask - Is ordering by call acquisition sufficient? - May producers block when the buffer is full? ### What a Strong Answer Covers - Synchronization, bounded buffering, a writer loop, flush, and shutdown. - Backpressure, error propagation, and performance trade-offs. ### Follow-up Questions - How would rotation work? - How would crash durability change the design?

Quick Answer: Design a logger that accepts writes from many threads, buffers records, and appends them safely to one file while preserving a documented ordering guarantee. Make the API or object boundaries explicit, then cover invariants, edge cases, testing strategy, and operational trade-offs.

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Jul 30, 2026, 12:00 AM
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Implement a Concurrent Buffered File Logger

Design a logger that accepts writes from many threads, buffers records, and appends them safely to one file while preserving a documented ordering guarantee.

Constraints & Assumptions

  • Records must not interleave or be silently lost.
  • Disk errors and shutdown are observable.

Clarifying Questions to Ask Guidance

  • Is ordering by call acquisition sufficient?
  • May producers block when the buffer is full?

What a Strong Answer Covers Guidance

  • Synchronization, bounded buffering, a writer loop, flush, and shutdown.
  • Backpressure, error propagation, and performance trade-offs.

Follow-up Questions Guidance

  • How would rotation work?
  • How would crash durability change the design?
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