Code markup plugin like the .wordpress.com blogs offer?

The free wordpress blogs (those hosted at wordpress.com) have a build in code formatting plugin

Is it possible to get this on private installs of wordpress? I’ve copied all my posts across but the code formatting feature doesn’t work out of the box

I’m primarily looking for Java syntax highlighting

This is the plugin used on WordPress.com: http://wordpress.org/extend/plugins/syntaxhighlighter/