Examples: query, "exact match", wildcard*, wild?ard, wild*rd
Fuzzy search: cake~ (finds cakes, bake)
Term boost: "red velvet"^4, chocolate^2
Field grouping: tags:(+work -"fun-stuff")
Escaping: Escape characters +-&|!(){}[]^"~*?:\ with \, e.g. \+
Range search: properties.timestamp:[1587729413488 TO *] (inclusive), properties.title:{A TO Z}(excluding A and Z)
Combinations: chocolate AND vanilla, chocolate OR vanilla, (chocolate OR vanilla) NOT "vanilla pudding"
Field search: properties.title:"The Title" AND text
Answered
Hi, I Am Observing A Strange Behaviour When Loading A Dataset’S Local Copy.

Hi,
I am observing a strange behaviour when loading a dataset’s local copy.

dataset_path_training = cml_dataset_training.get_local_copy()
logger.info(f"Created local copy for training data at: {dataset_path_training}")
dataset_path_validation = cml_dataset_validation.get_local_copy()

After executing dataset_path_training = cml_dataset_training.get_local_copy() , I do have the data of the training-dataset in directory referred to by dataset_path_training.
After executing dataset_path_validation = cml_dataset_validatoin.get_local_copy() , I do have the data of the validation-dataset in the directory referred to by dataset_path_validation, BUT dataset_path_training is empty.

The only explanation I can find for myself is, that clearml automatically deletes the content of dataset_path_training, possibly to free storage space (although there is enough space on the disk …).
Can you explain this behaviour and suggest a solution to maintain both the training and the validation data?

  
  
Posted 3 months ago
Votes Newest

Answers 2


Yes, that solved the problem. Thank you!

  
  
Posted 3 months ago

Hi @<1695969549783928832:profile|ObedientTurkey46> ! You could try increasing sdk.storage.cache.default_cache_manager_size to a very large number

  
  
Posted 3 months ago
163 Views
2 Answers
3 months ago
3 months ago
Tags