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.

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

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

And here the same in Chrome:

My server is hosted on AWS Fargate

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

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.

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

CostlyOstrich36 I do see the new "image" in the metric drop down, so something has changed - but there are no preview images there.

Looping in DeterminedCrab71 & SmugDolphin23 for visibility

CostlyOstrich36 Unfortunately that didn't helped 😞

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:

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":[]}}

CostlyOstrich36 It looks like this:

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(...)

Above is the response for the events.debug_images

ExuberantBat52 Do you have pandas installed on your machine?

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

Might need to refresh page after opening dev tools 🙂

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

CostlyOstrich36 I have used ds.get_logger().report_image() in a loop in order to upload all the images from the dataset as previews. Then I called flush() , which returned True . However, the images are still not shown. Any ideas - how could I debug that?

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

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

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

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()

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

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

I am currently running the scripts on WSL ubuntu

22.04