Submit a new single Task stage that will be executed in a new stage.
Submit a new Task to be parallelized. Two possible cases: If the last stage is a single task stage,
Remove all the stages from the master TaskExecutor.
Create a new stage in the master TaskExecutor. Helpful especially when two
consecutive stages have p