GitHub user isagi-y0ichi added a comment to the discussion: Is There a Better 
Architecture Than Per-Formula Ephemeral Workbooks?

@centic9-dt  thanks for your insight ! 
- we are doing something similar , for each formula since we know the 
depdencies have a CSVAcessor wrapper over a csv , which i use   to prepopulate 
the workbook with the data then populate the formula itself and then run 
evaluate 
- when i checked for "cleaning" the cells after every formula evaluations 
haven't profiled the reason yet , i found heap spikes , thats the reason i 
resorted to just generate a new notebook , leaving it to the gc 

will look at if upgrading jdk to 21 works + profile it a better way had last 
done it over 6-7 months ago 

do you have any other ideas on how i can achieve this workflow more efficiently 
- dont want to implement the formula myself still want to leverage poi formula 
evaluation and report creation 
- have it in xlsx only since there operations heavily use google sheets and 
find it easier to just upload and we configure the data source with manual 
schema validation 
- maintain the same easy onboarding flow

GitHub link: 
https://github.com/apache/poi/discussions/1061#discussioncomment-16876679

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