Problem · Hash Table

Streaming Top K Frequent Elements

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Problem statement

Given an integer array stream and an integer k, process the values from left to right. After each new value arrives, return the current most frequent distinct values.

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Examples

Example 1

stream = [1,2,1,3,2,1]k = 2return = [[1],[1,2],[1,2],[1,2],[1,2],[1,2]]

Value 1 becomes the unique leader after its second arrival. When values 1 and 2 both have frequency 2, the smaller value comes first.

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Reported in 1 Amazon interview this week

Unlock this recently reported problem

FastPrep Pro gives you full access to interview problems reported within the last week.

  • Full problem statement and constraints
  • 1 more worked example, explained
  • Guided hints and editorial
  • Run your code on real test cases
$9/month

Pro subscription, billed yearly — or $19 month-to-month. Cancel anytime.

Free plan — 2 of 2 free unlocks used this week