cancel
Showing results forย 
Search instead forย 
Did you mean:ย 
Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
cancel
Showing results forย 
Search instead forย 
Did you mean:ย 

Relation between Driver and Executor size

alvaro_databric
New Contributor III

Hi

I would like to ask for recommendations regarding the size of the driver and the amount of executors managed by that driver. I am aware of the best practices regarding executor size/number but I have doubts about the number of executors a single driver can manage. Is it worth investing on a bigger sized driver?

1 REPLY 1

Hubert-Dudek
Esteemed Contributor III

Depends on your use case. The best is to connect Datatog and see driver and workers utilization https://docs.datadoghq.com/integrations/databricks/?tab=driveronly

Just from my experience, Usually, for big datasets, when need autoscale workers between 8 to 32. I set the driver two times bigger