I'm experiencing slow performance with Modin. What can I do to troubleshoot this?
There are several steps you can take to troubleshoot performance issues in Modin. First, ensure that you are using the latest version of Modin and its dependencies.
I've updated everything, but it's still slow. What next?
Check your data size and the available system resources. Modin performs best with sufficient memory and CPU cores.
How can I check if Modin is utilizing all my CPU cores?
You can monitor CPU usage through system tools like htop
or top
on Linux. Modin should show increased usage if it's parallelizing tasks effectively.
Are there any specific configurations I should consider for better performance?
Yes, you can adjust the MODIN_ENGINE
environment variable to use Dask or Ray, depending on which one performs better for your workload.
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