Hello @Akshay_Petkar ,
The FrontEnd (FE) rendering is a limit that determines what data we render on the FE that has been returned by the BackEnd (BE). Render all button allows you to render all the data on the FE that has been returned by the BE.
Render all is available in interactive use cases like the Notebook or the Notebook Dashboard. Jobs runs are not interactive by definition, so there is no render all. A job runs, completes and has results. An individual run canโt be updated.
Every visualization on a Notebook that is run via a Job will either use the results from the table tab (FE aggregation w/ no cost to the customer) or it will run a separate command over all data (BE aggregation w/ a cost to the customer).
We decide between FE aggregation and BE aggregation based on how the Notebook asset was last run. If you would like this job to always BE aggregate the visualization so that it runs over all data, then you should make sure that Notebook that the job is based on does the same.
Best regards,
Raphael Balogo
Sr. Technical Solutions Engineer
Databricks