bbc show's stupid "filipino maid' joke

What the hell is going on in this video? It's apparently from a BBC show called Harry & Paul. Talk about objectification. I'm not really sure what's going on, or if I'm missing some context, but basically this "Filipino maid" is being used as some kind of awful punchline. That's racist!