Complete example with the DSL

[eduardoconto]

Hello. Interesting concept & language. Do you have working examples of pipelines implemented in the DSL (for example, with the "Titanic" dataset referred to in your Safe-DS 2023 paper)? Or others showcasing the different features of the language? Thanks.

[lars-reimann]

Thanks for your interest in the project. This part of the documentation depends on a few other developments, which we need to tackle first:

1. Continuation of the stub generator to automatically create stubs (interface descriptions) for our Python library, so it can be used inside the DSL.
2. Creation of stubs for the Python library. At this stage, we still might need to make slight manual changes to the generated stubs, but these will be reduced in the future with improvements to the stub generator.

Once that is done, we've reached a status where the DSL can be used for actual ML workflows. Then, we'll also update the documentation accordingly with proper examples. The documentation for concepts of the pipeline language is already available here.

[lars-reimann]

An update on this: The stubs are now shipped with v0.9.0. There is also documentation for the builtin library. We are currently squashing some bugs and will then add example pipelines to the documentation.