if filters.get('hours'):
                if re.match(r'^\d+$', filters['hours']):
                    now = arrow.utcnow()
                    end = '{0}Z'.format(now.format('YYYY-MM-DDTHH:mm:ss'))
                    now = now.replace(hours=-int(filters['hours']))