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

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

Can you share a screenshot of what you see?

22.04

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

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.

The above output is on the clearml community server

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

ProudElephant77 , can you please add a code snippet of what you did?

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

CostlyOstrich36 WebApp: 1.9.1-312 • Server: 1.9.1-312 • API: 2.23

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:

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

Hmm my bad, I wasn't aware of this 🙂

And here the same in Chrome:

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

Above is the response for the events.debug_images

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(...)

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()

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

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

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

CostlyOstrich36

What OS are you running the scripts on, Abed?

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.

I am currently running the scripts on WSL ubuntu

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

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

CostlyOstrich36 Unfortunately that didn't helped 😞

@<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":[]}}