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Good morning! Here's your coding interview problem for today.

This problem was asked by Google.

Implement an LFU (Least Frequently Used) cache. It should be able to be initialized with a cache size n, and contain the following methods:

  • set(key, value): sets key to value. If there are already n items in the cache and we are adding a new item, then it should also remove the least frequently used item. If there is a tie, then the least recently used key should be removed.
  • get(key): gets the value at key. If no such key exists, return null.

Each operation should run in O(1) time.