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Hi, Is There A Way To Pull Clearml Datasets To A Mounted Pv Instead Of The Pod'S Local Directory.

Hi, is there a way to pull clearml datasets to a mounted pv instead of the pod's local directory.

  
  
Posted one year ago
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Answers 7


Hi @<1523701304709353472:profile|OddShrimp85>
Do you mean Dataset.get_local_copy() ?

  
  
Posted one year ago

@<1523701205467926528:profile|AgitatedDove14> when my codes get the clearml datasets, it stores in the cache e.g. /$HOME/.clearml/cache....

I wanted it to be in a mounted PV instead, so other pods (in same node) who needed same datasets can use without pulling again.

  
  
Posted one year ago

I have yet to figure out how to do so, would appreciate if u could give some guidance

  
  
Posted one year ago

When you set the pod make sure you mount the clearml local cache folder to the PV
basically /root/.clearml/cache/

  
  
Posted one year ago

OK let me try by adding to vol mount.

  
  
Posted one year ago

By the way, will downloading still happen if the datasets is available in the cache folder? Any specific settings to add to Dataset.get_local_copy()?

  
  
Posted one year ago

By the way, will downloading still happen if the datasets is available in the cache folder?

If it is cached, then there is no need to re-download 🙂

  
  
Posted one year ago
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