JupyterLab Integration supports a simple Scala integration The %%scala magic will send Scala code to the same Spark Context Note: This is a experimental feature Every JupyterLab Integration notebook starts 2 executions contexts (one for python, one for Scala) No Spark progressbar No Scala autocompletion