The provided code defines a solution to rotate an array...
The provided code defines a solution to rotate an array (nums
) to the right by k
steps. It utilizes a three-step process that involves reversing parts of the array in order to achieve the rotation.
Step-by-step Explanation:
-
Reverse the entire array:
int i=0; int j=nums.size()-1; while(i<j){ swap(nums[i], nums[j]); i++; j--; }
This reverses the entire array so that the last element moves to the beginning, and so on.
-
Reverse the first
k
elements:int s=0; int e=k-1; while(s<=e){ swap(nums[s], nums[e]); s++; e--; }
After reversing the entire array, this reverses the first
k
elements (from index0
tok-1
). -
Reverse the remaining elements:
int p=k; int t=nums.size()-1; while(p<=t){ swap(nums[p], nums[t]); p++; t--; }
This step reverses the rest of the array (from index
k
to the end).
By combining these three steps, the array gets effectively rotated k
steps to the right.
Flaw in the Code:
Although the logic works, there is one key edge case that needs to be addressed:
- If
k
is greater than or equal to the size of the array (nums.size()
), the rotation is redundant since rotating an array by its length results in the same array. Thus,k
needs to be adjusted usingk = k % nums.size()
.
Optimized Version of the Code:
The optimized version incorporates the modulo operation to avoid unnecessary rotations and simplifies the code slightly.
class Solution {
public:
void rotate(vector<int>& nums, int k) {
int n = nums.size();
k = k % n; // Handle cases where k >= nums.size()
// Helper function to reverse part of the array
auto reverse = [&](int start, int end) {
while (start < end) {
swap(nums[start], nums[end]);
start++;
end--;
}
};
// Reverse the three segments
reverse(0, n - 1); // Reverse the entire array
reverse(0, k - 1); // Reverse the first k elements
reverse(k, n - 1); // Reverse the remaining n-k elements
}
};
Explanation of the Changes:
-
Modulo Operation:
- The line
k = k % n;
ensures that ifk
is larger than the length of the array, only the relevant rotation is performed. For example, rotating an array of size 5 by 7 steps is the same as rotating it by7 % 5 = 2
steps.
- The line
-
Helper Function:
- The
reverse
lambda function simplifies the reversing logic to avoid duplicating similar code.
- The
-
Simplified Reverse Steps:
- The three steps (entire array, first
k
, and remaining part) are executed in a clear and concise manner using the helper function.
- The three steps (entire array, first
Time and Space Complexity:
- Time Complexity:
O(n)
(Each element is swapped at most once in the three reversals.) - Space Complexity:
O(1)
(In-place rotation.)