REST API using POST and GET testing

I have a service offers some funcionality that I can use with a GET query :

GET /service/function?param1=foo&param2=bar

Or a POST query :

POST /service/function { param1 : foo, param2 : bar }

There is a way to write the POST test case automatically ? Groovy scripts ?