Hmm my bad, I wasn't aware of this 🙂

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

Above is the response for the events.debug_images

ExuberantBat52 , did you add debug samples in a similar fashion? What version of the clearml sdk are you using? Also what server?

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

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()

What OS are you running the scripts on, Abed?

Can you share a screenshot of what you see?

CostlyOstrich36 The latest clearml package, installed these days - 1.9.0

The dataset view is also empty:

CostlyOstrich36 It looks like this:

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":[]}}

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

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

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.

This is strange. Exactly same code works for me. What version of clearml are you using? What version is your server?

Can you please paste the response from events.debug_images ?

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

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

CostlyOstrich36 Hi John, I have posted that in the screenshot above. Isn't that what you meant?

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

It isn't a bug, you have to add the previews manually through reporting. For example:

ds = Dataset.create(...) ds.add_files(...) ds.get_logger().report_media(...)

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:

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.

ExuberantBat52 Do you have pandas installed on your machine?

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

Actually, datasets should have an automatic preview...

I am currently running the scripts on WSL ubuntu

What if you add images to the dataset? Can you see them being previewed? ExuberantBat52

CostlyOstrich36

My server is hosted on AWS Fargate