Problem Description
Given a circular array called code and an integer key k, replace every number in the array simultaneously. If k > 0, replace the ith number with the sum of the next k numbers. If k < 0, replace it with the sum of the previous |k| numbers. If k == 0, replace it with 0. The circular nature means the array wraps around at the edges.
Key Insights
- The wrap-around (circular nature) is handled using modulo operations.
- For k > 0, a sliding window that sums the next k elements can be used.
- For k < 0, a similar sliding window computes the sum of previous |k| elements.
- If k is zero, the answer is an array of zeros.
- The array size is small enough (n ≤ 100) that even an O(n*|k|) approach is acceptable, though sliding window techniques help reduce redundant computations.
Space and Time Complexity
Time Complexity: O(n * |k|) when using a direct computation, or O(n) if using an optimized sliding window approach. Space Complexity: O(n) due to the output array.
Solution
The solution uses a sliding window strategy. Depending on whether k is positive or negative, we build an initial window sum by summing either the next k elements or the previous |k| elements (using modulo arithmetic). Then, for each index in the array, we update the window by subtracting the element going out of the window and adding the new element entering the window. This way, we avoid recalculating the sum for every index from scratch. For k == 0, we simply return an array of zeros.