The GraphQL compiler project also implements the 3) approach: https://github.com/kensho-technologies/graphql-compiler

Primer on how to use it: https://blog.kensho.com/compiled-graphql-as-a-database-query...

Full disclosure: I wrote it, and open-sourced it just yesterday.