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Answered
Hey Guys, In A Fresh Self-Hosted Clearml Server I Have The Issue That I Cannot See Any Preview Images Of The Files In A Dataset. It Seems Like A Bug, But Maybe I Am Doing Something Wrong?

Hey guys, in a fresh self-hosted ClearML server I have the issue that I cannot see any preview images of the files in a dataset. It seems like a bug, but maybe I am doing something wrong? https://github.com/allegroai/clearml/issues/879 - does someone have an idea what I might be doing wrong?

  
  
Posted 2 years ago
Votes Newest

Answers 42


I am using the latest version clearml server and I am using version 1.9.1 for the sdk.

Here is the code that I am currently using:

if __name__ == "__main__":
    # create clearml data processing task
    dataset = Dataset.create(
        dataset_name="palmer_penguins",
        dataset_project="palmer penguins",
        dataset_tags=["raw"]
    )
    dataset_path = "data/raw/penguins.csv"
    # add the downloaded files to the current dataset
    dataset.add_files(path=dataset_path)
    # upload data to clearml server
    dataset.upload(verbose=True)
    # close the dataset
    dataset.finalize(verbose=True)

This is a simple dummy example that I use for testing deployments of clearml server

Here is the output that I would expect:
image

  
  
Posted 2 years ago

Yes, I am using a virtualenv that has pandas and clearml installed.

  
  
Posted 2 years ago

Thanks a lot, I will have a look at that!

  
  
Posted 2 years ago

Actually, datasets should have an automatic preview...

  
  
Posted 2 years ago

Looping in @<1523703436166565888:profile|DeterminedCrab71> & @<1523701435869433856:profile|SmugDolphin23> for visibility

  
  
Posted 2 years ago

I have been using them for a while, they've always had autopreviews.

  
  
Posted 2 years ago

I don't think datasets don't have visualization out of the box, you need to add these previews manually. Only HyperDatasets feature from the Scale & Enterprise versions truely visualizes all the data.

According to your code snippet there isn't any visualization add on top of the dataset

  
  
Posted 2 years ago

ProudElephant77 , I think you might need to finalize the dataset for it to appear

  
  
Posted 2 years ago

Can you please paste the response from events.debug_images ?

  
  
Posted 2 years ago

CostlyOstrich36 Do you have any idea how I could debug that?

  
  
Posted 2 years ago

CostlyOstrich36 Unfortunately that didn't helped 😞

  
  
Posted 2 years ago

So I added the snippet above to the code,
and now the preview for the first 10 rows shows up. However, the automatic preview is still not working.

  
  
Posted 2 years ago