In the late 90s, I cowrote OpenGL bindings for Java, which became the model for jogl and so forth. Whereas other bindings using JNI duplicated the native/C structs, I just carried around the native pointer as a long and used it as an "opaque" pointer. Much less copying (thunking) back and forth.