Problems / LeetCode / Array / 768. Max Chunks To Make Sorted II

768. Max Chunks To Make Sorted II

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This question is the same as "Max Chunks to Make Sorted" except the integers of the given array are not necessarily distinct, the input array could be up to length 2000, and the elements could be up to 10**8.


Given an array arr of integers (not necessarily distinct), we split the array into some number of "chunks" (partitions), and individually sort each chunk.  After concatenating them, the result equals the sorted array.

What is the most number of chunks we could have made?

Example 1:

Input: arr = [5,4,3,2,1]
Output: 1
Explanation:
Splitting into two or more chunks will not return the required result.
For example, splitting into [5, 4], [3, 2, 1] will result in [4, 5, 1, 2, 3], which isn't sorted.

Example 2:

Input: arr = [2,1,3,4,4]
Output: 4
Explanation:
We can split into two chunks, such as [2, 1], [3, 4, 4].
However, splitting into [2, 1], [3], [4], [4] is the highest number of chunks possible.

Note:

  • arr will have length in range [1, 2000].
  • arr[i] will be an integer in range [0, 10**8].

1. Sort the arr and keep the index mapping. Then do the same with 769. Max chunks to make sorted using the index array. Time: O(nlogn). Space: O(n)

 

2. Having int[] min and int[] max to keep [i..len - 1]'s min and [0..i]'s max. If min[i] >= max[i] means i is at the correct position, count++. Time: O(n). Space: O(n)

1. sorting

class Solution {

    public int maxChunksToSorted(int[] arr) {

        int n = arr.length;

        int[][] arrIndex = new int[n][2];

        for (int i = 0; i < arr.length; i++) {

            arrIndex[i][0] = arr[i];

            arrIndex[i][1] = i;

        }

        Arrays.sort(arrIndex, (arr1, arr2) -> {

            if (arr1[0] == arr2[0]) {

                return arr1[1] - arr2[1];

            }

            return arr1[0] - arr2[0];

        });

        int start = 0;

        int count = 0;

        while (start < n) {

            int range = arrIndex[start][1];

            start++;

            while (start <= range) {

                range = Math.max(range, arrIndex[start][1]);

                start++;

            }

            count++;

        }

        return count;

    }

}

 

2. min[] and max[]

public int maxChunksToSorted(int[] arr) {

        int[] min = new int[arr.length];

        int max = Integer.MIN_VALUE;

        for (int i = arr.length - 1; i >= 0; i--) {

            min[i] = i == arr.length - 1 ? arr[i]:Math.min(arr[i], min[i + 1]);

        }

        int count = 0;

        for (int i = 0; i < arr.length; i++) {

            max = i == 0 ? arr[i]:Math.max(max, arr[i - 1]);

            int realMax = i == 0 ? Integer.MIN_VALUE:max;

            if (min[i] >= realMax) count++;

        }

        return count;

    }