Maximize one stock trade profit

Q: Maximize one stock trade profit

This is a Coding & Algorithms interview question from Meta for Machine Learning Engineer roles. View the full question and solution on PracHub.

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Question

You're given an array prices of length n where prices[i] is the stock price on day i. You may complete at most one transaction (buy once, then sell later). Return the maximum possible profit; if no profit is possible, return 0. Constraints: 1 <= n <= 100000, 0 <= prices[i] <= 1e9. Requirements: O(n) time and O(

extra space. Provide the algorithm, prove correctness, and analyze complexity. Follow-up: adapt your solution to a streaming setting where prices arrive one by one and you must output the current best profit after each new price.

Maximize one stock trade profit

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