Pythonic way to combine datetime.date and datetime.time objects

I have two objects that represent the same event instance — one holds the date, the other the time of this event, and I want to create a datetime object.

Since one can’t simply add date and time objects (following call fails):

 datetime.date(2011, 01, 01) + datetime.time(10, 23)