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Took me a minute to get the edge cases straight in my head.
Clarify the problem and edge cases, then propose a single-pass linear scan that tracks the current positive run's length and sum, updating the best result when a longer run is found or when lengths tie but the sum is higher. Walk through a small example, state O(n) time and O(1) space, and then write clean, tested code.
Pro tip: Microsoft interviewers value clean, bug-free code and clear communication; before coding, restate the tie-breaking rule and edge cases (all negatives, zeros, single element) to show thoroughness, and after coding, offer to test with a few cases.
Confirm that 'positive' means strictly greater than zero, and that zeros break the contiguous positive run. Discuss edge cases: empty array, all negatives, all positives, and ties in length.
Explain a single-pass approach: iterate through the array, maintain current run length and sum, and update the best result when the current run is longer, or equal in length but has a higher sum. Reset the run when a non-positive number is encountered.
State that the algorithm runs in O(n) time and uses O(1) extra space, which is optimal since every element must be examined at least once.
Implement the algorithm in a clean, readable function with meaningful variable names. Include comments for clarity and handle the edge case where no positive numbers exist by returning 0.
Walk through a few test cases, including the provided example, edge cases, and a tie-breaking scenario, to demonstrate correctness and catch off-by-one errors.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.