Interval(DATE_TIME) assumes milliseconds. we should have a time unit like timestamp.
ARROW-835 [Format] Add Timedelta type to describe time intervals
GitHub Pull Request #920
GitHub Pull Request #3644
GitHub Pull Request #3645