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jirazazabal's avatar
jirazazabal
Cloud Apps
12-22-2021

Performance with Jupyter Notebooks in Sisense

Hi all,

We have experienced some issues when deploying custom code to our ElastiCubes with custom Python algorithms. We have developed some algorithms in Jupyter Notebooks in local boxes (using Anaconda) and the execution performance of the algorithm it's about minutes.

When we deployed these algorithms in Sisense takes hours to complete. Do you have any idea about what are the pods, components that are affected by the execution of custom code in Sisense? Seems that it's a resouces trouble. Server has many more resources that local laptops, but it spent much more time to execute the same notebooks. 

Thanks in advance!

BR

Elasticube
Linux

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  • Anonymous's avatar
    Anonymous
    12-27-2021

    Hi jirazazabal, I hope this finds you well. We officially released Notebooks in the latest release for Linux L2021.12, those details here.

    If you were testing out Notebooks as part of a beta release, it is likely you ran into some known limitations of the beta with regard to executing Python. 

    Additionally, there are in fact some performance considerations as Notebooks makes use of a kernel (virtual machine) that may take a couple of minutes to start once the first code block is executed. You can find those details here.

    If you are now on the latest release and still running into performance issues, please feel free to check in with our Support Team who can help you troubleshoot. You can open a ticket at: support.sisense.com

  • Anonymous's avatar
    Anonymous
    01-07-2022

    jirazazabal Happy New Year. Wanted to check in on this as I was made aware you may have been referring to our Custom Code option as described here.

    If that is the case, Support can assist you with troubleshooting and running diagnostics to help find out where the issue lies. Feel free to open a ticket at https://support.sisense.com 

    All the best,

    John

    • jirazazabal's avatar
      jirazazabal
      Cloud Apps
      01-10-2022

      Hi John,

      Sure, my concern was about Custom Code, no Notebooks itself. I have opened a ticket but it's not clear enough for me how to manage the Jupyter Notebooks performance in a Sisense server. 

      Thanks a lot!