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Increase performance of transforms #354

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bmtcril opened this issue Sep 27, 2023 · 0 comments
Open

Increase performance of transforms #354

bmtcril opened this issue Sep 27, 2023 · 0 comments

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@bmtcril
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bmtcril commented Sep 27, 2023

We profiled this in #289 and found that a huge amount of transform time is being taken up querying for user ids and course names, which we should be able to cache or find existing caches for.

We should also investigate fanning out multiple processes to ingest multiple files at a time and an option to create lookup tables of learner and course data that the process can work on outside of an LMS worker for extreme cases.

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