The base case tripped me up less than I expected.
Start by clarifying the problem constraints (e.g., array length, digit range, in-place vs. new array) and then walk through a simple example. Propose a solution that traverses from the least significant digit (end of array) to the most significant, handling carry propagation, and discuss edge cases like all 9s. Analyze time and space complexity, and mention potential optimizations or trade-offs.
Pro tip: Demonstrate foresight by discussing how you would handle very large integers that don't fit in standard data types, and mention that this approach is essentially simulating manual addition, which is scalable and avoids overflow issues.
Ask about input size, whether the array can be modified in-place, and if there are any constraints on memory or time. Confirm that digits are 0-9 and no leading zeros except for the number 0 itself.
Explain that you will iterate from the end of the array, adding 1 and propagating carry. If a digit is less than 9, increment it and return; if it's 9, set to 0 and continue. If all digits are 9, create a new array with a leading 1 followed by zeros.
Choose a representative example (e.g., [1,2,3] -> [1,2,4] and [9,9,9] -> [1,0,0,0]) and step through the algorithm to demonstrate correctness.
State that time complexity is O(n) in the worst case (all 9s) and space complexity is O(1) if in-place, or O(n) if a new array is needed for the all-9s case. Discuss edge cases: single digit, all 9s, and no carry.
Mention alternative approaches (e.g., converting to integer, but note overflow risks) and justify why the digit-by-digit simulation is optimal. If relevant, discuss how this scales for large arrays and potential parallelization.
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