Given a non-empty array of integers, return the k most frequent elements.
Example 1:
Input: nums = [1,1,1,2,2,3], k = 2
Output: [1,2]
Example 2:
Input: nums = [1], k = 1
Output: [1]
Note:
- You may assume k is always valid, 1 ≤ k ≤ number of unique elements.
- Your algorithm's time complexity must be better than O(n log n), where n is the array's size.
class Solution:
def topKFrequent(self, nums, k):
"""
:type nums: List[int]
:type k: int
:rtype: List[int]
"""
dic = {}
for i in nums:
if i not in dic:
dic[i] = 1
else:
dic[i] += 1
ans = sorted(dic.items(),key=lambda x:x[1],reverse=True)
# print(ans)
res = []
for i in range(k):
res.append(ans[i][0])
return res