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Answered
I Tried To Get Data From Dataset, But Agent Always Look On Localhost:8081. I Change Host In Clearml.Conf But Have Same Error. How Can I Change Host Of Clearml Fileserver?

I tried to get data from dataset, but agent always look on localhost:8081. I change host in clearml.conf but have same error. How can I change host of clearml fileserver?

  
  
Posted 6 months ago
Votes Newest

Answers 8


I have GCP instance with official clearml image.

from clearml import StorageManager, Dataset

dataset = Dataset.create(
    dataset_project="Project", dataset_name="Dataset_name"
)

files = [
    'file.csv',
    'file1.csv',
]

for file in files:
    csv_file = StorageManager.get_local_copy(remote_url=file)
    dataset.add_files(path=csv_file)


# Upload dataset to ClearML server (customizable)
dataset.upload()
# commit dataset changes
dataset.finalize()
  
  
Posted 6 months ago

Thanks, I will check!

  
  
Posted 6 months ago

I am running clearml server on gcp, but I didn't exposed ports instead I ssh to machine and do port forwarding to localhost. The problem is localhost on my machine is not same as localhost inside docker on worker. If I check dataset, files are stored in localhost, but actually it is not localhost. Didn't fond the solution yet how to properly setup hostname for dataserver. Any ideas?

  
  
Posted 6 months ago

Hi @<1702492411105644544:profile|YummyGrasshopper29> , clearml registers the uploaded artifacts (including datasets) with the URLs used to upload them, which is why the day is registered under localhost in your case. I think the solution in your case is to use url substitution

  
  
Posted 6 months ago

@<1702492411105644544:profile|YummyGrasshopper29> , I suggest you take a look here - None

  
  
Posted 6 months ago

In the webUI, when you go to the dataset, where do you see it is saved? You can click on 'full details' in any version of a dataset and see that in the artifacts section

  
  
Posted 6 months ago

I solve problem by adding container argument

--network host 
  
  
Posted 6 months ago

@<1702492411105644544:profile|YummyGrasshopper29> , how did you save the dataset? Where was the data uploaded to?

  
  
Posted 6 months ago