My rule of thumb: I only import things locally (i.e. within a function) if it is a conditional dependency. This is particularly true if it's something not from the standard library. Example: I might have an application that supports multiple database back ends, such as PostgreSQL, SQLite, etc, but I'll conditionally import only the one applicable DB API module.
