Longest Subsequence With Limited Sum LeetCode Solution

Problem – Longest Subsequence With Limited Sum LeetCode Solution

You are given an integer array nums of length n, and an integer array queries of length m.

Return an array answer of length m where answer[i] is the maximum size of a subsequence that you can take from nums such that the sum of its elements is less than or equal to queries[i].

A subsequence is an array that can be derived from another array by deleting some or no elements without changing the order of the remaining elements.

Example 1:

Input: nums = [4,5,2,1], queries = [3,10,21]
Output: [2,3,4]
Explanation: We answer the queries as follows:
- The subsequence [2,1] has a sum less than or equal to 3. It can be proven that 2 is the maximum size of such a subsequence, so answer[0] = 2.
- The subsequence [4,5,1] has a sum less than or equal to 10. It can be proven that 3 is the maximum size of such a subsequence, so answer[1] = 3.
- The subsequence [4,5,2,1] has a sum less than or equal to 21. It can be proven that 4 is the maximum size of such a subsequence, so answer[2] = 4.

Example 2:

Input: nums = [2,3,4,5], queries = [1]
Output: [0]
Explanation: The empty subsequence is the only subsequence that has a sum less than or equal to 1, so answer[0] = 0.

Constraints:

• n == nums.length
• m == queries.length
• 1 <= n, m <= 1000
• 1 <= nums[i], queries[i] <= 106

Longest Subsequence With Limited Sum LeetCode Solution in Java

public int[] answerQueries(int[] nums, int[] queries) {
    Arrays.sort(nums);
    Arrays.parallelPrefix(nums, Integer::sum);
    for (int i = 0; i < queries.length; ++i) {
        int pos = Arrays.binarySearch(nums, queries[i] + 1);
        queries[i] = pos < 0 ? ~pos : pos;
    }
    return queries;
}

Longest Subsequence With Limited Sum LeetCode Solution in C++

vector<int> answerQueries(vector<int>& nums, vector<int>& queries) {
    sort(begin(nums), end(nums));
    partial_sum(begin(nums), end(nums), begin(nums));
    transform(begin(queries), end(queries), begin(queries), [&](int q){ 
        return upper_bound(begin(nums), end(nums),  q) - begin(nums);
    });
    return queries;
}

Longest Subsequence With Limited Sum LeetCode Solution in Python

class Solution:
    def answerQueries(self, nums: List[int], queries: List[int]) -> List[int]:
        
        numsSorted = sorted(nums)
        res = []
		
        for q in queries:
            total = 0
            count = 0
            for num in numsSorted:
                total += num
                count += 1
                if total > q:
                    count -= 1
                    break
            res.append(count)
        
        return res

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