How to parse this unix time correctly?

Question

from datetime import datetime as dt

time_str = \'1606964238000\'
ref_time = int(time_str)
ref_time = dt.utcfromtimestamp(ref_time).strftime(\'%Y-%m-%d %H:%M:%S\')
<