Double Modular Exponentiation — LeetCode 2961 Python Solution

MediumArrayMathSimulation
Problem
#2961
Reading time
2 min

The problem

You are given a 0-indexed 2D array variables where variables[i] = [ai, bi, ci, mi], and an integer target. An index i is good if the following formula holds: 0 <= i < variables.length ((aibi % 10)ci) % mi == target Return an array consisting of good indices in any order.

Example

Input
variables = [[2,3,3,10],[3,3,3,1],[6,1,1,4]], target = 2
Output
[0,2]
Explanation
For each index i in the variables array:

Python solution

Python
class Solution:
    def getGoodIndices(self, variables: List[List[int]], target: int) -> List[int]:
        return [
            i
            for i, (a, b, c, m) in enumerate(variables)
            if pow(pow(a, b, 10), c, m) == target
        ]

Complexity

MeasureComplexity
TimeO(n \times \log M), where n is the length of the array variables; and M is the maximum value in b_i and c_i, in this problem M \le 10^3
SpaceO(1) auxiliary

Pattern: Math and Number Theory

Find the closed form, the invariant, or the modular identity — and skip the loop entirely. LeetCode 2961. Double Modular Exponentiation is filed here on both counts: the reference solution below belongs to the algorithm family this hub collects, and LeetCode tags it Math.

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 2961. Double Modular Exponentiation?
LeetCode 2961. Double Modular Exponentiation is rated Medium on LeetCode.
What is the time complexity of LeetCode 2961. Double Modular Exponentiation?
The Python solution on this page runs in O(n \times \log M), where n is the length of the array variables; and M is the maximum value in b_i and c_i, in this problem M \le 10^3.
What is the space complexity of LeetCode 2961. Double Modular Exponentiation?
The Python solution on this page uses O(1) auxiliary space.
What topics does LeetCode 2961. Double Modular Exponentiation cover?
LeetCode 2961. Double Modular Exponentiation is tagged Array, Math and Simulation 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