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Reading that made me happy I'm not an IC anymore.

Don't get me wrong - it's a totally fair question, frankly one I would have been happy to receive when I was interviewing for those roles.

I'm also a fan of whiteboarding coding interviews in general as a way of evaluating talent so no objections there.

There were just something about this specific question that just struck me as boring, souless, like who cares? I think my objection might be that it too closely resembles a menial task I might actually be given - something that I hope to God the upcoming LLM advances automates away.



I also cannot stand the context your given this in. It's setup as a one-off task. Who cares how fast it runs? Is it correct?


yeah, unfortunate "hard studying student who eats algorithms for breakfast" compared to "boring reality". I'm sure there's a fancy data structure for this. In reality, I'd make three buckets (one for each day, and a "isLoyal" byte buffer), and update them as I scan along. O(N) time, O(N) space.

"they don’t know the size of the data upfront", okay. I spend a scan finding the highest customer number and probably make some 10MB index-assossiated buffer. If I'm fancy I find the range and use offset indices to reduce the overall size. You already said it fits in memory and I'm not a distsrubuted programmer. Space is cheap in boring reality

I guess it's one of those cool brain teasers that gets you excited to use your skills from college. Not many get to in reality. Or they prefer other domain-specific skills.




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