问题
I and using jupyter notebook's PySpark kernel, I have successfully selected PySpark kernel but I keep getting the below error
The code failed because of a fatal error: Error sending http request and maximum retry encountered.. Some things to try:
a) Make sure Spark has enough available resources for Jupyter to create a Spark context.
b) Contact your Jupyter administrator to make sure the Spark magics library is configured correctly.
c) Restart the kernel.
here's the log also
2019-10-10 13:37:43,741 DEBUG SparkMagics Initialized spark magics.
2019-10-10 13:37:43,742 INFO EventsHandler InstanceId: 32a21583-6879-4ad5-88bf-e07af0b09387,EventName: notebookLoaded,Timestamp: 2019-10-10 10:37:43.742475
2019-10-10 13:37:43,744 DEBUG python_jupyter_kernel Loaded magics.
2019-10-10 13:37:43,744 DEBUG python_jupyter_kernel Changed language.
2019-10-10 13:37:44,356 DEBUG python_jupyter_kernel Registered auto viz.
2019-10-10 13:37:45,440 INFO EventsHandler InstanceId: 32a21583-6879-4ad5-88bf-e07af0b09387,EventName: notebookSessionCreationStart,Timestamp: 2019-10-10 10:37:45.440323,SessionGuid: d230b1f3-6bb1-4a66-bde1-7a73a14d7939,LivyKind: pyspark
2019-10-10 13:37:49,591 ERROR ReliableHttpClient Request to 'http://localhost:8998/sessions' failed with 'HTTPConnectionPool(host='localhost', port=8998): Max retries exceeded with url: /sessions (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x0000013184159808>: Failed to establish a new connection: [WinError 10061] No connection could be made because the target machine actively refused it'))'
2019-10-10 13:37:49,591 INFO EventsHandler InstanceId: 32a21583-6879-4ad5-88bf-e07af0b09387,EventName: notebookSessionCreationEnd,Timestamp: 2019-10-10 10:37:49.591650,SessionGuid: d230b1f3-6bb1-4a66-bde1-7a73a14d7939,LivyKind: pyspark,SessionId: -1,Status: not_started,Success: False,ExceptionType: HttpClientException,ExceptionMessage: Error sending http request and maximum retry encountered.
2019-10-10 13:37:49,591 ERROR SparkMagics Error creating session: Error sending http request and maximum retry encountered.
note that I am trying to configure this on windows. thanks alot
回答1:
If you are trying to connect your Jupyter Notebook to a Spark server through Livy (e.g. AWS Glue Development Endpoint), you have to replace "localhost" with the Spark server IP address in: ~/.sparkmagic/config.json
As mentioned here: https://aws.amazon.com/blogs/machine-learning/build-amazon-sagemaker-notebooks-backed-by-spark-in-amazon-emr/
来源：https://stackoverflow.com/questions/58321160/jupyter-notebook-error-while-using-pyspark-kernel-the-code-failed-because-of-a