Is Spark/pyspark's RFormula an alternative for VectorAssembler and Indexers when given inside a pipeline?

Question

I am new to Spark/pyspark and may have a misconception about RFormula object features. Its source code is hardly perceivable.

According to the demonstratory examples, whe