These two notebooks show how to use the DataFrame API to build Structured Streaming applications in Python and Scala.
Disabling Spark session isolation breaks the monitoring used by both streaming notebook cells and streaming jobs. For details, see Spark session isolation.
Structured Streaming demo Python notebook
Structured Streaming demo Scala notebook