Dataford
Interview QuestionsInterview GuidesExperiencesMock InterviewsPricing
Get started

Maximum Sum Contiguous Subarray

MediumPython00:00
Practice interviewer
In session
5 left
00:00

Your question is Maximum Sum Contiguous Subarray. Start with the requirements on the right.

Run and submit as often as you like. When you're ready, talk me through your approach or go straight to the code.

You need to log in / sign up to run or submit.

Problem

On a Meta surface such as Facebook Feed analytics, you are given an integer array representing per-minute engagement deltas. Find the contiguous subarray with the largest possible sum, and return that sum along with the start and end indices of one optimal subarray.

Formal Specification

Implement a function that takes a non-empty list of integers nums and returns a list [max_sum, start_index, end_index].

  • nums: List[int]
  • Return: List[int]
    • max_sum: maximum sum over all contiguous subarrays
    • start_index: starting index of one maximum-sum subarray
    • end_index: ending index of that subarray

If multiple subarrays have the same maximum sum, returning any one of them is acceptable.

Constraints

  • 1 <= len(nums) <= 10^5
  • -10^4 <= nums[i] <= 10^4
  • The input array is non-empty
  • The chosen subarray must be contiguous

Function Signature

def max_subarray(nums):
Your solutionPython 3
You need to log in / sign up to run or submit.
Run your code to see test output