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mllg avatar mllg commented on August 25, 2024

There is batchMapResults. What function are you missing?

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berndbischl avatar berndbischl commented on August 25, 2024

Can you write down an example here, how you would do this, pls.

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berndbischl avatar berndbischl commented on August 25, 2024

(Yes, it's not that I cannot, I just want both of us to see wether that gets complicated and lengthy)

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berndbischl avatar berndbischl commented on August 25, 2024

To directly answer: I am missing something similar as this
https://github.com/tudo-r/BatchExperiments/blob/master/R/reduceResultsExperimentsParallel.R

We can talk about different ways to do this, but the motivation for that function is exactly the same as for my issue here.

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ja-thomas avatar ja-thomas commented on August 25, 2024

Reducing 35k jobs takes around 40 minutes, thats pretty long...

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mllg avatar mllg commented on August 25, 2024

Some comments for registries with many jobs:

  • The file system or network device is usually the bottle neck. Parallelism helps, but don't expect miracles from something like reduceResultsParallel, this does not scale well.
  • It is usually faster to move the file directory to a local ssd first (i.e., do a sequential read on the slow file system), then reduce the results
  • A way to store the results of a complete chunk in a single file would be best. But this requires quite some work.

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