Geni

Uses Clojure's threading macro (`->`) for composing Spark operations, replacing Scala's method chaining with a more readable, functional style as demonstrated in the data wrangling examples.

Allows mixed-type arguments like columns, strings, and keywords in single function calls, reducing boilerplate and increasing flexibility, as highlighted in the overview.

Provides full access to Spark's data wrangling, SQL operations, ML pipelines, and optional XGBoost support, enabling complex distributed workflows without Java/Scala interop.

Supports running on Dataproc, Kubernetes, or locally with database connectors, simplifying deployment across various environments as documented in the resources.