[LeetCode 6.11] Sort Colors

本文介绍了一种用于排序红、白、蓝三种颜色对象的算法,通过一通或两通算法实现原地排序,避免使用额外空间。提供了Python实现,包括计数排序的两通算法和仅使用常数空间的一通算法。

Sort Colors

Given an array with n objects colored red, white or blue, sort them in-place so that objects of the same color are adjacent, with the colors in the order red, white and blue.

Here, we will use the integers 0, 1, and 2 to represent the color red, white, and blue respectively.

Note: You are not suppose to use the library’s sort function for this problem.

Example:

Input: [2,0,2,1,1,0]
Output: [0,0,1,1,2,2]

Follow up:

  • A rather straight forward solution is a two-pass algorithm using counting sort.
    First, iterate the array counting number of 0’s, 1’s, and 2’s, then overwrite array with total number of 0’s, then 1’s and followed by 2’s.
  • Could you come up with a one-pass algorithm using only constant space?

Python3 Solution:

two-pass

class Solution:
    def sortColors(self, nums: List[int]) -> None:
        """
        Do not return anything, modify nums in-place instead.
        """
        count0, count1 = 0, 0
        for num in nums:
            if num == 0:
                count0 += 1
            elif num == 1:
                count1 += 1
        for i in range(count0):
            nums[i] = 0
        for i in range(count0, count0+count1):
            nums[i] = 1
        for i in range(count0+count1, len(nums)):
            nums[i] = 2

one-pass

class Solution:
    def sortColors(self, nums: List[int]) -> None:
        """
        Do not return anything, modify nums in-place instead.
        """
        l, r, zero = 0, len(nums)-1, 0
        while l <= r:
            if nums[l] == 0:
                nums[l], nums[zero] = nums[zero], nums[l]
                l += 1
                zero += 1
            elif nums[l] == 2:
                nums[l], nums[r] = nums[r], nums[l]
                r -= 1
            else:
                l += 1
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