As far as I know pandas do not support adfss so I would have to move excel file to file:tmp on local memory which I am not sure is good idea. Anyway in this case would not it be better to use polars instead of pandas? I noticed that after reading one excel file about 10 mb and then just trying to display it took almost 1 minute and all subsequent transformations were slow from this point.