Hi @Mahesh Chahare​ , The two issues are unrelated.

1. For "Fatal error: The Python kernel is unresponsive error." error please set the configuration "spark.databricks.python.defaultPythonRepl pythonshell"
2. Regarding the "TimeoutException: Futures timed out after [5 seconds] " error, I suspect that the issue is because of the Eventhub connector. Here is the info regarding this issue. You might want to check the version of your Eventhub connector. Also, you can try to use Kafka connector to connect to Eventhubs