The Score of Students Solving Math Expression — LeetCode 2019 Python Solution

HardStackMemoizationArrayHash TableMathStringDynamic Programming
Problem
#2019
Pattern
Stack
Reading time
6 min

The problem

You are given a string s that contains digits 0-9, addition symbols '+', and multiplication symbols '*' only, representing a valid math expression of single digit numbers (e.g., 3+5*2). This expression was given to n elementary school students.

Example

Input
s = "7+3*1*2", answers = [20,13,42]
Output
7
Explanation
As illustrated above, the correct answer of the expression is 13, therefore one student is rewarded 5 points: [20,13,42]

Python solution

Python
class Solution:
    def scoreOfStudents(self, s: str, answers: List[int]) -> int:
        def cal(s: str) -> int:
            res, pre = 0, int(s[0])
            for i in range(1, n, 2):
                if s[i] == "*":
                    pre *= int(s[i + 1])
                else:
                    res += pre
                    pre = int(s[i + 1])
            res += pre
            return res

        n = len(s)
        x = cal(s)
        m = (n + 1) >> 1
        f = [[set() for _ in range(m)] for _ in range(m)]
        for i in range(m):
            f[i][i] = {int(s[i << 1])}
        for i in range(m - 1, -1, -1):
            for j in range(i, m):
                for k in range(i, j):
                    for l in f[i][k]:
                        for r in f[k + 1][j]:
                            if s[k << 1 | 1] == "+" and l + r <= 1000:
                                f[i][j].add(l + r)
                            elif s[k << 1 | 1] == "*" and l * r <= 1000:
                                f[i][j].add(l * r)
        cnt = Counter(answers)
        ans = cnt[x] * 5
        for k, v in cnt.items():
            if k != x and k in f[0][m - 1]:
                ans += v << 1
        return ans

Complexity

MeasureComplexity
TimeO(n^3 \times M^2)
SpaceO(n^2 \times M^2) auxiliary

Pattern: Stack

When the most recent unresolved thing is the one that matters, use a stack. LeetCode 2019. The Score of Students Solving Math Expression is filed here because LeetCode tags it Stack, which is the vocabulary this hub collects.

The stack guide has the Python template for the pattern and the 194 LeetCode problems that use it.

Related problems

Frequently asked questions

How hard is LeetCode 2019. The Score of Students Solving Math Expression?
LeetCode 2019. The Score of Students Solving Math Expression is rated Hard on LeetCode.
What is the time complexity of LeetCode 2019. The Score of Students Solving Math Expression?
The Python solution on this page runs in O(n^3 \times M^2).
What is the space complexity of LeetCode 2019. The Score of Students Solving Math Expression?
The Python solution on this page uses O(n^2 \times M^2) auxiliary space.
What topics does LeetCode 2019. The Score of Students Solving Math Expression cover?
LeetCode 2019. The Score of Students Solving Math Expression is tagged Stack, Memoization, Array, Hash Table, Math, String and Dynamic Programming on LeetCode.

Stuck on problems like this in a live interview?

Stealth Interview is a desktop app for macOS and Windows. It reads the problem off your screen and returns a working solution with a step-by-step explanation and its time and space complexity — invisible to screen sharing.

Get Stealth Interview