Code RoomTop k frequent items
HardPrep Room Coding #796

Top k frequent items

CodingDistributed systemsAlgorithms & data structuresSenior–Staff~35 min

Given a stream of string items, return the k most frequent items. Order the result by frequency descending; break ties by the item string ascending (lexicographic). Return a list of [item, count] pairs of length min(k, number of distinct items). If k <= 0 return an empty list. The stream may be empty.

Implement
top_k_frequent(items: list[str], k: int) → list
Examples
in[["a","b","a","c","b","a"],2]out[["a",3],["b",2]]
What a strong answer looks like

State your approach and its time/space complexity out loud before you optimize. Handle the edge cases (empty input, duplicates, overflow), and say why you chose this over the brute force. Green tests are the floor, not the grade.

0:00 of about 35 min
InputExpectedGot
[["a","b","a","c","b","a"],2][["a",3],["b",2]]not run yetsample