Why didn't the US try to conquer Canada?

There is no doubt that America in the 1800s was set on expanding its borders as much as possible and thus massacred and stole the land from natives and went to war with Mexico to gain territory. Why did the US never set its sights on Canada aside from the war in 1812? It seems like it would have been in its character to do so.