Leetcode #2447: Number of Subarrays With GCD Equal to K
In this guide, we solve Leetcode #2447 Number of Subarrays With GCD Equal to K in Python and focus on the core idea that makes the solution efficient.
You will see the intuition, the step-by-step method, and a clean Python implementation you can use in interviews.
Problem Statement
Given an integer array nums and an integer k, return the number of subarrays of nums where the greatest common divisor of the subarray's elements is k. A subarray is a contiguous non-empty sequence of elements within an array.
Quick Facts
- Difficulty: Medium
- Premium: No
- Tags: Array, Math, Number Theory
Intuition
There is a mathematical invariant or formula that directly leads to the result.
Using math avoids unnecessary loops and reduces complexity.
Approach
Derive the formula or update rule, then compute the answer directly.
Handle edge cases like overflow or zero carefully.
Steps:
- Identify the math relationship.
- Compute the result with a loop or formula.
- Handle edge cases.
Example
Input: nums = [9,3,1,2,6,3], k = 3
Output: 4
Explanation: The subarrays of nums where 3 is the greatest common divisor of all the subarray's elements are:
- [9,3,1,2,6,3]
- [9,3,1,2,6,3]
- [9,3,1,2,6,3]
- [9,3,1,2,6,3]
Python Solution
class Solution:
def subarrayGCD(self, nums: List[int], k: int) -> int:
ans = 0
for i in range(len(nums)):
g = 0
for x in nums[i:]:
g = gcd(g, x)
ans += g == k
return ans
Complexity
The time complexity is , where and are the length of the array and the maximum value in the array , respectively. The space complexity is O(1).
Edge Cases and Pitfalls
Watch for boundary values, empty inputs, and duplicate values where applicable. If the problem involves ordering or constraints, confirm the invariant is preserved at every step.
Summary
This Python solution focuses on the essential structure of the problem and keeps the implementation interview-friendly while meeting the constraints.