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There is a set of n
items. You are given two integer arrays values
and labels
where the value and the label of the ith
element are values[i]
and labels[i]
respectively. You are also given two integers numWanted
and useLimit
.
Choose a subset s
of the n
elements such that:
- The size of the subset
s
is less than or equal to numWanted
.
- There are at most
useLimit
items with the same label in s
.
The score of a subset is the sum of the values in the subset.
Return the maximum score of a subset s
.
Example 1:
Input: values = [5,4,3,2,1], labels = [1,1,2,2,3], numWanted = 3, useLimit = 1
Output: 9
Explanation: The subset chosen is the first, third, and fifth items.
Example 2:
Input: values = [5,4,3,2,1], labels = [1,3,3,3,2], numWanted = 3, useLimit = 2
Output: 12
Explanation: The subset chosen is the first, second, and third items.
Example 3:
Input: values = [9,8,8,7,6], labels = [0,0,0,1,1], numWanted = 3, useLimit = 1
Output: 16
Explanation: The subset chosen is the first and fourth items.
Example 4:
Input: values = [9,8,8,7,6], labels = [0,0,0,1,1], numWanted = 3, useLimit = 2
Output: 24
Explanation: The subset chosen is the first, second, and fourth items.
Constraints:
n == values.length == labels.length
1 <= n <= 2 * 104
0 <= values[i], labels[i] <= 2 * 104
1 <= numWanted, useLimit <= n
[Array]
[Hash Table]
[Greedy]
[Sorting]
[Counting]
Hints
Hint 1
Consider the items in order from largest to smallest value, and greedily take the items if they fall under the use_limit. We can keep track of how many items of each label are used by using a hash table.