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
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 one year ago
Votes Newest

Answers 42


What if you add images to the dataset? Can you see them being previewed? @<1523701168822292480:profile|ExuberantBat52>

  
  
Posted one year ago

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

  
  
Posted one year ago

@<1523701168822292480:profile|ExuberantBat52> Do you have pandas installed on your machine?

  
  
Posted one year ago

My server is hosted on AWS Fargate

  
  
Posted one year 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 one year ago

This is how I usually add visualization

#Report data preview
ds.get_logger().report_table(title="Data Sample", series="First Ten Rows", table_plot=data1[:10])
ds.upload()
ds.finalize()
  
  
Posted one year ago

Hmm my bad, I wasn't aware of this 🙂

  
  
Posted one year ago

22.04

  
  
Posted one year ago

I am currently running the scripts on WSL ubuntu

  
  
Posted one year ago

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

  
  
Posted one year ago

What OS are you running the scripts on, Abed?

  
  
Posted one year ago

Actually, datasets should have an automatic preview...

  
  
Posted one year 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 one year ago

The thing is, even on the community server, not all the datasets have automatic previews. So for the same code/dataset, some of the runs have previews and some of them don't.

  
  
Posted one year ago

The above output is on the clearml community server

  
  
Posted one year ago

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 one year ago

@<1523701168822292480:profile|ExuberantBat52> , did you add debug samples in a similar fashion? What version of the clearml sdk are you using? Also what server?

  
  
Posted one year ago

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

  
  
Posted one year ago

Above is the response for the events.debug_images

  
  
Posted one year ago

@<1523701070390366208:profile|CostlyOstrich36> I am facing the same issue:

{"meta":{"id":"90841d05dfb1431a8d9dfc6bfdb39f9e","trx":"90841d05dfb1431a8d9dfc6bfdb39f9e","endpoint":{"name":"events.debug_images","requested_version":"2.23","actual_version":"2.7"},"result_code":200,"result_subcode":0,"result_msg":"OK","error_stack":"","error_data":{}},"data":{"metrics":[]}}
  
  
Posted one year ago

@<1523701070390366208:profile|CostlyOstrich36> Hi John, I have posted that in the screenshot above. Isn't that what you meant?

  
  
Posted one year ago

Can you please paste the response from events.debug_images ?

  
  
Posted one year ago

And here the same in Chrome:
image

  
  
Posted one year ago

@<1523701070390366208:profile|CostlyOstrich36> It looks like this:
image

  
  
Posted one year ago

Might need to refresh page after opening dev tools 🙂

  
  
Posted one year ago

Please check what you get for events.debug_images in network section of developer tools (F12) when trying to view the preview in the dataset

  
  
Posted one year ago

CostlyOstrich36 The latest clearml package, installed these days - 1.9.0

The dataset view is also empty:

  
  
Posted one year ago

Also when in this view, open developer tools (F12) and see what calls you get back for debug samples

  
  
Posted one year ago

How about when you view it in the datasets view? Also what version of clearml package do you have?

  
  
Posted one year ago

CostlyOstrich36

  
  
Posted one year ago