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bclavie avatar bclavie commented on August 19, 2024

That's another strange issue, and I have to admit it's unclear to me at this stage why there seems to be a very small number of situations where something hangs 🤔
Some things off the top of my head:

  • Have you completely removed the possibility that it's a network issue? e.g. if you !wget a large file, does it load fine?
  • When you print the dependencies installed in a fresh env, do you also have all the required dependencies installed? (e.g. colbert-ai, etc...)
  • This might be related to the unclear CUDA issue reported in #60 , not sure yet!

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keithkam-yk avatar keithkam-yk commented on August 19, 2024

Thanks Benjamin - I've investigated a bit further and this looks like an problem with a dependency and not ragatouille.

  • All of the dependencies of ragatouille show up as expected with poetry show
  • Importing each of ragatouille's dependencies, they all work fine except for import colbert
  • Doing the same with colbert, it hangs on import spacy
  • Installing a fresh poetry environment with only spacy (+ ipykernel), import spacy works fine (??)
  • Installing a fresh poetry environment with only colbert and the issue returns

Will keep this updated if I fix the issue but closing the issue for now

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okhat avatar okhat commented on August 19, 2024

Great investigation! Btw there’s a chance spacy isn’t really essential for colbert, it may be only used in a utility outside of the actual colbert stuff

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bclavie avatar bclavie commented on August 19, 2024

@okhat good shout, it looks like spacy isn't actually used at all anymore, just imported once: https://github.com/stanford-futuredata/ColBERT/blob/bdafbe4ad6aa83bc3db1799ebcac5463d38e45e2/utility/utils/dpr.py#L7 (and not even in a ColBERT-needed file)

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