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Top K Frequent Elements

Given an integer array nums and an integer k, return the k most frequent elements.

Given an integer array nums and an integer k, return the k most frequent elements. You may return the answer in any order.

Follow up: Your algorithm's time complexity must be better than O(n log n), where n is the array's size.

Top K Frequent Elements diagram

Example 1

Input: nums = [1,1,1,2,2,3], k = 2

Output: [1,2]

Example 2

Input: nums = [1], k = 1

Output: [1]

Constraints

  • 1 <= nums.length <= 10^5
  • -10^4 <= nums[i] <= 10^4
  • k is in the range [1, the number of unique elements in the array].
  • It is guaranteed that the answer is unique.

Follow-up

Your algorithm's time complexity must be better than O(n log n), where n is the array's size.

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