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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def validate_backup_window(window):
 """Validate PreferredBackupWindow for DBInstance"""


    hour = r'[01]?[0-9]|2[0-3]'
    minute = r'[0-5][0-9]'
    r = ("(?P<start_hour>%s):(?P<start_minute>%s)-"
         "(?P<end_hour>%s):(?P<end_minute>%s)") % (hour, minute, hour, minute)
    range_regex = re.compile(r)
    m = range_regex.match(window)
    if not m:
        raise ValueError("DBInstance PreferredBackupWindow must be in the "
                         "format: hh24:mi-hh24:mi")
    start_ts = (int(m.group('start_hour')) * 60) + int(m.group('start_minute'))
    end_ts = (int(m.group('end_hour')) * 60) + int(m.group('end_minute'))
    if abs(end_ts - start_ts) < 30:
        raise ValueError("DBInstance PreferredBackupWindow must be at least "
                         "30 minutes long.")
    return window