Given a list of time-sorted transaction log entries, each containing a timestamp, merchant_id, status_code (error code), and count, design an incident monitoring system that maintains a 30-second sliding window over the logs. For each (merchant_id, error_status_code) pair, continuously aggregate error counts within the sliding window. The problem is divided into…