SQL Server view takes a long time to alter but query itself finishes quickly?

Make sure there's no contention for that view. If something else is accessing it, or if there's a spid somewhere that's idle but has a connection to it, you may be blocked from the ALTER statement.

A simple sp_who2 active during the ALTER should give you the culprit.