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Real-Time Log Anomaly Grouping

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Your question is Real-Time Log Anomaly Grouping. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

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Problem

Given a large stream of log files, write a function to identify and group anomalous patterns in real-time.