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Solving a Medium DSA Problem
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Solving a Medium DSA Problem

MediumPython

Problem

Cloud Security Services groups consecutive security alerts into investigation windows. Given an array of alert type identifiers and an integer k, return the maximum length of a contiguous sequence containing at most k distinct alert types.

Use a sliding-window technique that expands the right boundary and moves the left boundary whenever the window becomes invalid.

Formal Specification

Implement longest_alert_window(alerts, k).

  • Input: alerts, a list of integers representing alert types, and k, a non-negative integer.
  • Output: An integer representing the maximum length of a contiguous subarray with at most k distinct values.
  • Return 0 when alerts is empty or k is 0.

Constraints

  • 0 <= alerts.length <= 100000
  • 0 <= alerts[i] <= 1000000000
  • 0 <= k <= alerts.length

Function Signature

def longest_alert_window(alerts, k):
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