Analyze and debug Python utilities
Company: NVIDIA
Role: Software Engineer
Category: Data Manipulation (SQL/Python)
Difficulty: medium
Interview Round: Onsite
You are given a snippet where a Python helper class repeatedly reads from an HTTP response stream and writes output.
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1) Infer and articulate the helper class’s purpose and responsibilities;
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2) Debug a piece of asynchronous Python code that fetches multiple URLs concurrently—identify race conditions, blocking calls in the event loop, and un-awaited coroutines, then propose fixes;
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3) Implement list_matching_paths(root, pattern) that returns absolute paths of all files under root matching a glob or regex pattern;
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4) Read a large CSV safely (dialect, encoding, streaming) and compute simple aggregates with attention to memory and error handling.
Overview: This interview question evaluates SQL or pandas logic, joins, grouping, window functions, null handling, edge cases, and validation in a realistic interview setting. A strong answer for Analyze and debug Python utilities states assumptions, handles edge cases, explains trade-offs, and shows how to validate the result clearly.