Design an algorithm to find the smallest K numbers in an array.

Example:

Input:  arr = [1,3,5,7,2,4,6,8], k = 4
Output:  [1,2,3,4]

Note:

• 0 <= len(arr) <= 100000
• 0 <= k <= min(100000, len(arr))