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datetime.datetime(system_initial_date.year, system_initial_date.month, system_initial_date.day, 0, 0, 0) while current_time <= processed_requests_df.creation_time.max() + datetime.timedelta(seconds = 300): queue_size = processed_requests_df[(processed_requests_df.creation_time <= current_time) &