Delete files, directories and buckets in amazon s3 java

I'm wondering how to do this. I looked at the sdk documentation and have some examples, but am confused how the syntax generally goes.

If I want to delete a file, I assume I use deleteObject(path, key). However, what is the "key"?

Also how do you delete a directory? I can't seem to find a method for doing that.