Although writing a custom UnaryTransformer is not difficult, but writing a non-UnaryTransformer is a little tricky (have to check the source code). And I don't find any document about how to write custom Transformer in ml pipeline, but writing custom Transformer is a very basic requirement. Is this because the interface is still unstable now ?
-- Best Regards Jeff Zhang
