← Capital One Interview Insights
Clarify the problem constraints (e.g., input size, number range, negative numbers) and then propose an efficient solution that avoids converting numbers to strings by using logarithms or digit-count logic. Walk through the algorithm step-by-step, analyze time and space complexity, and discuss edge cases.
Pro tip: Mention that using Math.log10 is efficient but be aware of floating-point precision issues for very large numbers; alternatively, use integer division by 10 in a loop to count digits, which is safe and still O(d) per number. Also, consider if the list can be processed in a single pass.
Ask about input size, number range (including negatives and zero), and whether the list can be modified. Confirm that 'odd number of digits' means the count of digits is odd (e.g., 1, 3, 5...).
Decide between converting to string (simple but less efficient) or using mathematical operations (e.g., log10 or repeated division). Discuss trade-offs.
Iterate through the list, for each number compute its digit count, check if odd, and increment a counter. Handle edge cases like 0 (1 digit) and negative numbers (use absolute value).
State time complexity O(n * d) where d is average digits per number, or O(n) if using log10. Space complexity O(1). Mention potential optimizations like early termination if only need count.
Walk through a small example (e.g., [1, 22, 333]) and test edge cases: empty list, single element, zero, negative numbers, large numbers.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.