Count the Number of Infection Sequences — LeetCode 2954 Python Solution

HardArrayMathCombinatorics
Problem
#2954
Reading time
4 min

The problem

You are given an integer n and an array sick sorted in increasing order, representing positions of infected people in a line of n people. At each step, one uninfected person adjacent to an infected person gets infected.

Python solution

Python
mod = 10**9 + 7
mx = 10**5
fac = [1] * (mx + 1)
for i in range(2, mx + 1):
    fac[i] = fac[i - 1] * i % mod


class Solution:
    def numberOfSequence(self, n: int, sick: List[int]) -> int:
        nums = [b - a - 1 for a, b in pairwise([-1] + sick + [n])]
        ans = 1
        s = sum(nums)
        ans = fac[s]
        for x in nums:
            if x:
                ans = ans * pow(fac[x], mod - 2, mod) % mod
        for x in nums[1:-1]:
            if x > 1:
                ans = ans * pow(2, x - 1, mod) % mod
        return ans

Complexity

MeasureComplexity
TimeO(m), where m is the length of the array sick
SpaceO(m) auxiliary

Pattern: Math and Number Theory

Find the closed form, the invariant, or the modular identity — and skip the loop entirely. LeetCode 2954. Count the Number of Infection Sequences is filed here on both counts: the reference solution below belongs to the algorithm family this hub collects, and LeetCode tags it Math and Combinatorics.

The math and number theory guide has the Python template for the pattern and the 485 LeetCode problems that use it.

Related problems

Frequently asked questions

How hard is LeetCode 2954. Count the Number of Infection Sequences?
LeetCode 2954. Count the Number of Infection Sequences is rated Hard on LeetCode.
What is the time complexity of LeetCode 2954. Count the Number of Infection Sequences?
The Python solution on this page runs in O(m), where m is the length of the array sick.
What is the space complexity of LeetCode 2954. Count the Number of Infection Sequences?
The Python solution on this page uses O(m) auxiliary space.
What topics does LeetCode 2954. Count the Number of Infection Sequences cover?
LeetCode 2954. Count the Number of Infection Sequences is tagged Array, Math and Combinatorics on LeetCode.

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