DSA
Rotate Array
Covers: Brute Force, Extra Array, Optimal (Reverse). Optimal — Time O(n), Space O(1).
Practice Link
Given an integer array nums, rotate the array to the right by k steps, where k is non-negative.
Example 1:
Input: nums = [1,2,3,4,5,6,7], k = 3
Output: [5,6,7,1,2,3,4]
Example 2:
Input: nums = [-1,-100,3,99], k = 2
Output: [3,99,-1,-100]
Brute Force#
Rotate the array one step at a time, k times. Each single rotation moves the last element to the front by shifting everything right by one. After k such rotations the array is in the desired state.
class Solution {
public:
void rotate(vector<int>& nums, int k) {
int n = nums.size();
k = k % n; // k >= n is equivalent to k % n rotations
for (int i = 0; i < k; i++) {
int last = nums[n - 1];
for (int j = n - 1; j > 0; j--)
nums[j] = nums[j - 1];
nums[0] = last;
}
}
};
Time Complexity: O(n × k)
Space Complexity: O(1)
Better Approach — Extra Array#
Copy the last k elements to the front of a temporary array, then copy the first n-k elements after them. Write the result back into nums.
An element at index i ends up at index (i + k) % n — use this directly to fill the temp array in one pass.
class Solution {
public:
void rotate(vector<int>& nums, int k) {
int n = nums.size();
k = k % n;
vector<int> temp(n);
for (int i = 0; i < n; i++)
temp[(i + k) % n] = nums[i];
nums = temp;
}
};
Time Complexity: O(n)
Space Complexity: O(n)
Optimal Approach — Three Reverses#
Rotating right by k is equivalent to:
- Reverse the first n-k elements.
- Reverse the last k elements.
- Reverse the entire array.
Why it works:
Right-rotating by k moves the last k elements to the front. Reversing the two parts and then the whole array achieves exactly this rearrangement in-place.
Original: [1, 2, 3 | 4, 5, 6, 7] (n=7, k=3, split at n-k=4)
Reverse [0, n-k): [3, 2, 1 | 4, 5, 6, 7]
Reverse [n-k, n): [3, 2, 1 | 7, 6, 5, 4]
Reverse all: [4, 5, 6, 7 | 1, 2, 3] ✓
class Solution {
public:
void rotate(vector<int>& nums, int k) {
int n = nums.size();
k = k % n;
if (k == 0) return;
reverse(nums.begin(), nums.begin() + (n - k));
reverse(nums.begin() + (n - k), nums.end());
reverse(nums.begin(), nums.end());
}
};
⚠️ Edge case: Always reduce k with k % n first. If k == n, a full rotation returns the original array and skipping it avoids unnecessary work. Without the mod, k > n would also produce a wrong split index.
Time Complexity: O(n)
Space Complexity: O(1)